Method for subtyping lymphoma types by means of expression profiling

ABSTRACT

The invention is directed to methods for selecting a treatment option for an activated B cell-like diffuse large B cell lymphoma (ABC DLBCL) subject, a germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL) subject, a primary mediastinal B cell lymphoma (PMBL) subject, a Burkitt lymphoma (BL) subject, or a mantle cell lymphoma (MCL) subject by analyzing digital gene expression data obtained from the subject, e.g., from a biopsy sample.

BACKGROUND OF THE INVENTION

A variety of systems for identifying and classifying lymphomas have been proposed over the last 25 years. In the 1980's, the Working Formulation was introduced as a method of classifying lymphomas based on morphological and clinical characteristics. In the 1990's, the Revised European-American Lymphoma (REAL) system was introduced in an attempt to take into account immunophenotypic and genetic characteristics in classifying lymphomas (Harris 1994). The most recent standard, set forth by the World Health Organization (WHO), attempts to build on these previous systems (see, Swerdlow et al., eds., WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues, 4th ed., International Agency for Research on Cancer; World Health Organization (2008); and Jaffe, E. S., Pathology & Genetics: Tumours of Haematopoietic and Lymphoid Tissues, WHO Classification of Tumours, Pathology and Genetics series (2001)). The WHO classification of lymphomas is based on several factors, including tumor morphology, immunophenotype, recurrent genetic abnormalities, and clinical features.

Other diagnoses that have not been given WHO diagnostic numbers include HIV-associated lymphoma, germinal center B cell-like subtype of diffuse large B cell lymphoma, activated B cell-like subtype of diffuse large B-cell lymphoma, follicular hyperplasia (non-malignant), and infectious mononucleosis (non-malignant).

Although the WHO classification has proven useful in patient management and treatment, patients assigned to the same WHO diagnostic category often have noticeably different clinical outcomes. In many cases, these different outcomes appear to be due to molecular differences between tumors that cannot be readily observed by analyzing tumor morphology.

Diffuse large B cell lymphoma (DLBCL) can be classified as the germinal center B cell (GCB) subtype or the activated B cell (ABC) subtype based on the cell-of-origin (COO) distinction as molecularly described previously by the Lymphoma/Leukemia Molecular Profiling Project (LLMPP) (see Alizadeh et al., Nature, 403: 503-511 (2000)). However, more accurate diagnostic assays are needed to qualify patients for clinical trials using targeted agents and to use as a predictive biomarker.

Therefore, more precise methods are needed for identifying and classifying lymphomas based on their molecular characteristics. The invention provides such methods.

BRIEF SUMMARY OF THF INVENTION

The invention provides a method for selecting a treatment option for an activated B cell-like diffuse large B cell lymphoma (ABC DLBCL) subject, a germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL) subject, a primary mediastinal B cell lymphoma (PMBL) subject, a Burkitt lymphoma (BL) subject, or a mantle cell lymphoma (MCL) subject. The method comprises: (a) isolating a gene expression product from a biopsy sample from a lymphoma subject; (b) obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature, and wherein the gene expression signature comprises at least one of the genes listed in Table 2; (c) generating a weighted average of the expression levels of genes from the gene expression signature to thereby obtain a gene expression signature value; (d) calculating a predictor score based on the gene expression signature value; (e) classifying the subject as belonging to one of the following groups based on the predictor score of (d): (i) ABC DLBCL, (ii) GCB DLBCL, (iii) PMBL, (iv) BL, or (v) MCL; (f) selecting a treatment option for the subject based on the subject's classification in (e); and (g) providing the treatment option to the subject.

The invention also provides a method for selecting a treatment option for a diffuse large B cell lymphoma (DLBCL) subject. The method comprises: (a) isolating a gene expression product from a biopsy sample from a DLBCL subject; (b) obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature, and wherein the gene expression signature comprises at least one of the following genes: ASB13 (GenBank Accession No. NM 024701.3), CCDC50 (GenBank Accession No. NM 174908.3), CREB3L2 (GenBank Accession No. NM_194071.2), CYB5R2 (GenBank Accession No. NM_016229.3), IRF4 (GenBank Accession No. NM_002460.1), ISY1 (GenBank Accession No. NM_020701.2), ITPKB (GenBank Accession No. NM_002221.3), LIMD1 (GenBank Accession No. NM_014240.2), MAML3 (GenBank Accession No. NM_018717.4), MME (GenBank Accession No. NM_000902.2), MYBL1 (GenBank Accession No. XM_034274.14), PIM2 (GenBank Accession No. NM_006875.2), R3HDM1 (GenBank Accession No. NM_015361.2), RAB7L1 (GenBank Accession No. NM_001135664.1), S1PR2 (GenBank Accession No. NM_004230.2), SERPINA9 (GenBank Accession No. NM_001042518.1), TNFRSF13 B (GenBank Accession No. NM_012452.2), TRIM56 (GenBank Accession No. NM_030961.1), UBXN4 (GenBank Accession No. NM_014607.3), and WDR55 (GenBank Accession No. NM_017706.4); (c) generating a weighted average of the expression levels of genes from the gene expression signature to thereby obtain a gene expression signature value; (d) calculating a predictor score based on the gene expression signature value; (e) classifying the subject as belonging to one of the following groups based on the predictor score of (d): (i) activated B cell-like diffuse large B cell lymphoma (ABC DLBCL) or (ii) germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL); (f) selecting a treatment option for the subject based on the subject's classification in (e); and (g) providing the treatment option to the subject.

The invention provides a method for selecting a germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL) subject for treatment with R-CHOP (rituxan, cyclophosphamide, hydroxydaunorubicin, oncovin (vincristine), and prednisone) therapy. The method comprises the steps of: (a) isolating a gene expression product from a biopsy sample from a DLBCL subject; (b) obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature, and wherein the gene expression signature comprises at least one of the following genes: ASB13 (GenBank Accession No. NM_024701.3), CCDC50 (GenBank Accession No. NM_174908.3), CREB3L2 (GenBank Accession No. NM_194071.2), CYB5R2 (GenBank Accession No. NM_016229.3), IRF4 (GenBank Accession No. NM_002460.1), ISY1 (GenBank Accession No. NM_020701.2), ITPKB (GenBank Accession No. NM_002221.3), LIMD1 (GenBank Accession No. NM_014240.2), MAML3 (GenBank Accession No. NM_018717.4), MME (GenBank Accession No. NM_000902.2), MYBL1 (GenBank Accession No. XM_034274.14), PIM2 (GenBank Accession No. NM_006875.2), R3HDM1 (GenBank Accession No. NM_015361.2), RAB7L1 (GenBank Accession No. NM_001135664.1), S1PR2 (GenBank Accession No. NM_004230.2), SERPINA9 (GenBank Accession No. NM_001042518.1), TNFRSF13B (GenBank Accession No. NM_012452.2), TRIM56 (GenBank Accession No. NM_030961.1), UBXN4 (GenBank Accession No. NM_014607.3), and WDR55 (GenBank Accession No. NM_017706.4); (c) generating a weighted average of the expression levels of genes from the gene expression signature to thereby obtain a gene expression signature value; (d) calculating a predictor score based on the gene expression signature value; (e) classifying the subject as belonging to one of the following groups based on the predictor score of (d): (i) activated B cell-like diffuse large B cell lymphoma (ABC DLBCL) or (ii) germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL); (f) selecting a GCB DLBCL subject for R-CHOP therapy; and (g) providing R-CHOP therapy to the GCB DLBCL subject and providing a different therapy to an ABC DLBCL subject.

BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWING(S)

The FIGURE is a diagram which illustrates the logic employed in classifying a subject having (i) ABC DLBCL, (ii) GCB DLBCL, (iii) PMBL, (iv) BL, or (v) MCL based on the predictor models disclosed herein.

DETAILED DESCRIPTION OF THE INVENTION

Gene expression profiling of a cancer cell or biopsy reflects the molecular phenotype of a cancer at the time of diagnosis. As a consequence, the detailed picture provided by the genomic expression pattern provides a basis for a new systematic classification of cancers and more accurate predictors of survival and response to treatment. The invention discloses methods for identifying, diagnosing, and/or classifying a lymphoma, lymphoid malignancy, or lymphoproliferative disorder based on its gene expression patterns. The information obtained using these methods will be useful in evaluating the optimal therapeutic approach to be employed with regards to a particular subject.

The term “lymphoproliferative disorder” as used herein refers to any tumor of lymphocytes, and may refer to both malignant and benign tumors. The terms “lymphoma” and “lymphoid malignancy” as used herein refer specifically to malignant tumors derived from lymphocytes and lymphoblasts. Examples of lymphomas include, but are not limited to, follicular lymphoma (FL), Burkitt lymphoma (BL), mantle cell lymphoma (MCL), follicular hyperplasia (FH), small cell lymphocytic lymphoma (SLL), mucosa-associated lymphoid tissue lymphoma (MALT), splenic lymphoma, multiple myeloma, lymphoplasmacytic lymphoma, post-transplant lymphoproliferative disorder (PTLD), lymphoblastic lymphoma, nodal marginal zone lymphoma (NMZ), germinal center B cell-like diffuse large B cell lymphoma (GCB), activated B cell-like diffuse large B cell lymphoma (ABC), and primary mediastinal B cell lymphoma (PMBL).

The phrase “lymphoma type” (or simply “type”) as used herein refers to a diagnostic classification of a lymphoma. The phrase may refer to a broad lymphoma class (e.g., DLBCL, FL, MCL, etc.) or to a subtype or subgroup falling within a broad lymphoma class (e.g., GCB DLBCL and ABC DLBCL). In one embodiment, the invention comprises selecting a treatment option for a subject having activated B cell-like diffuse large B cell lymphoma (ABC DLBCL), a germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL), primary mediastinal B cell lymphoma (PMBL), Burkitt lymphoma (BL), or mantle cell lymphoma (MCL).

The inventive method comprises isolating a gene expression product from a subject, e.g., from a biopsy sample from a subject, such as from a snap-frozen biopsy sample from a subject or a formalin-fixed and paraffin-embedded (FFPE) biopsy sample from a subject. The term “gene expression product,” as used herein, refers to any molecule that is produced as a result of gene transcription. The gene expression product can be, for example, total cellular mRNA, rRNA, cDNA obtained by reverse transcription of total cellular mRNA, or a protein. The gene expression product can be obtained from the subject in any suitable manner. For example, one or more biopsy samples can be obtained from a patient that has been diagnosed as having a particular lymphoma type, and the biopsy samples can be formalin-fixed and paraffin-embedded using protocols that are known in the art or are commercially available (see, e.g., Keirnan, J. (ed.), Histological and Histochemical Methods: Theory and Practice, 4th edition, Cold Spring Harbor Laboratory Press (2008)). The gene expression product can be extracted from an FFPE biopsy sample using methods that are known in the art or are commercially available (see, e.g., Huang et al., Cancer Epidemiol Biomarkers Prev., 19: 973-977 (2010); QIAamp DNA FFPE Tissue Kit, RNAEASY™ FFPE Kit (Qiagen, Venlo, Netherlands); and MAGMAX™ FFPE DNA Isolation Kit (Life Technologies, Carlsbad, Calif.)).

The inventive method further comprises obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature. The phrase “gene expression data” as used herein refers to information regarding the relative or absolute level of expression of a gene or set of genes in a cell or group of cells. The level of expression of a gene may be determined based on the level of RNA, such as mRNA, encoded by the gene. Alternatively, the level of expression may be determined based on the level of a polypeptide or fragment thereof encoded by the gene. “Gene expression data” may be acquired for an individual cell, or for a group of cells such as a tumor or biopsy sample. Any effective method of quantifying the expression of at least one gene, gene set, or group of gene sets may be used to acquire gene expression data for use in the invention. For example, gene expression data may be measured or estimated using one or more microarrays. The microarrays may be of any effective type, including but not limited to nucleic acid based or antibody based. Gene expression may also be measured by a variety of other techniques, including but not limited to PCR, quantitative RT-PCR, real-time PCR, RNA amplification, in situ hybridization, immunohistochemistry, immunocytochemistry, FACS, serial analysis of gene expression (SAGE) (Velculescu et al., Science, 270: 484-487 (1995)), Northern blot hybridization, or western blot hybridization.

Nucleic acid microarrays generally comprise nucleic acid probes derived from individual genes and placed in an ordered array on a support. This support may be, for example, a glass slide, a nylon membrane, or a silicon wafer. Gene expression patterns in a sample are obtained by hybridizing the microarray with the gene expression product from the sample. This gene expression product may be, for example, total cellular mRNA, rRNA, or cDNA obtained by reverse transcription of total cellular mRNA. The gene expression product from a sample is labeled with a radioactive, fluorescent, or other label to allow for detection. Following hybridization, the microarray is washed, and hybridization of gene expression product to each nucleic acid probe on the microarray is detected and quantified using a detection device such as a phosphorimager or scanning confocal microscope.

The microarray can be a cDNA microarray or an oligonucleotide microarray. cDNA arrays consist of hundreds or thousands of cDNA probes immobilized on a solid support, and are described in detail in, e.g., Southern et al., Genomics, 13: 1008-1017 (1992); Southern et al., Nucl. Acids. Res., 22: 1368-1373 (1994); Gress et al., Oncogene, 13: 1819-1830 (1996); Pietu et al., Genome Res., 6: 492-503 (1996); Schena et al., Science, 270: 467-470 (1995); DeRisi et al., Nat. Genet., 14: 457-460 (1996); Schena et al., Proc. Natl. Acad. Sci. USA, 93: 10614-10619 (1996); Shalon et al., Genome Res., 6: 639-645 (1996); DeRisi et al., Science, 278: 680-686 (1997); Heller et al., Proc. Natl. Acad. Sci. USA, 94: 2150-2155 (1997); and Lashkari et al., Proc. Natl. Acad. Sci. USA, 94: 13057-13062 (1997). Oligonucleotide arrays differ from cDNA arrays in that the probes are 20- to 25-mer oligonucleotides. Oligonucleotide arrays are generally produced by in situ oligonucleotide synthesis in conjunction with photolithographic masking techniques (see, e.g., Pease et al., Proc. Natl. Acad. Sci. USA, 91: 5022-5026 (1994); Lipshutz et al., Biotechniques, 19: 442-447 (1995); Chee et al., Science, 274: 610-14 (1996); Lockhart et al., Nat. Biotechnol., 14: 1675-1680 (1996); and Wodicka et al., Nat. Biotechnol., 15: 1359-1367 (1997)). The solid support for oligonucleotide arrays is typically a glass or silicon surface.

Methods and techniques applicable to array synthesis and use have been described in, for example, U.S. Pat. Nos. 5,143,854, 5,242,974, 5,252,743, 5,324,633, 5,384,261, 5,424,186, 5,445,934, 5,451,683, 5,482,867, 5,491,074, 5,527,681, 5,550,215, 5,571,639, 5,578,832, 5,593,839, 5,599,695, 5,624,711, 5,631,734, 5,795,716, 5,831,070, 5,837,832, 5,856,101, 5,858,659, 5,936,324, 5,968,740, 5,974,164, 5,981,185, 5,981,956, 6,025,601, 6,033,860, 6,040,193, 6,090,555, and 6,410,229, and U.S. Patent Application Publication 2003/0104411. Techniques for the synthesis of microarrays using mechanical synthesis methods are described in, for example, U.S. Pat. Nos. 5,384,261 and 6,040,193. Microarrays may be nucleic acids on beads, gels, polymeric surfaces, fibers such as fiber optics, glass or any other appropriate substrate (see, e.g., U.S. Pat. Nos. 5,708,153, 5,770,358, 5,789,162, 5,800,992, and 6,040,193.

Microarrays may be packaged in such a manner as to allow for diagnostic use, or they can be an all-inclusive device (see, e.g., U.S. Pat. Nos. 5,856,174 and 5,922,591). Microarrays directed to a variety of purposes are commercially available from Affymetrix (Affymetrix, Santa Clara, Calif.).

“Digital gene expression data,” as used herein, refers to gene expression information that is based on the generation of sequence tags, as opposed to “analog gene expression data” which is based on hybridization to arrayed cDNA or oligonucleotide libraries as described above.

Digital gene expression data can be obtained and analyzed using a variety of methods known in the art, such as, for example, serial analysis of gene expression (SAGE) (see, e.g., Velculescu et al., Science, 270(5235): 484-487 (1995)), SuperSAGE (see e.g., Matsumura et al., Proc. Natl. Acad. Sci. USA, 100 (26): 15718-15723 (2003)), digital northern analysis (see, e.g., Cao et al., Breast Cancer Research, 10: R91 (2008)), and RNA-seq (see, e.g., Mortazavi et al. Nat Methods, 5(7):621-628 (2008)). In one embodiment, the digital gene expression data is obtained using the NCOUNTER™ gene expression assay available from NanoString Technologies, Inc. The NCOUNTER™ assay can detect the expression of up to 800 genes in a single reaction with high sensitivity and linearity across a broad range of expression levels. The NCOUNTER™ assay is based on direct digital detection of mRNA molecules of interest using target-specific, color-coded probe pairs, and does not require the conversion of mRNA to cDNA by reverse transcription or the amplification of the resulting cDNA by PCR. Each target gene of interest is detected using a pair of reporter and capture probes carrying 35- to 50-nucleotide target-specific sequences. In addition, each reporter probe carries a unique color code at the 5′ end that enables the molecular barcoding of the genes of interest, while the capture probes all carry a biotin label at the 3′ end that provides a molecular handle for attachment of target genes to facilitate downstream digital detection. After solution-phase hybridization between target mRNA and reporter-capture probe pairs, excess probes are removed and the probe/target complexes are aligned and immobilized in an NCOUNTER™ cartridge, which is then placed in a digital analyzer for image acquisition and data processing. Hundreds of thousands of color codes designating mRNA targets of interest are directly imaged on the surface of the cartridge. The expression level of a gene is measured by counting the number of times the color-coded barcode for that gene is detected, and the barcode counts are then tabulated. NANOSTRING™ technology and analysis of digital gene expression data is described in detail in, e.g., Kulkarni, M. M., “Digital Multiplexed Gene Expression Analysis Using the NANOSTRING™ NCOUNTER™ System,” Current Protocols in Molecular Biology. 94: 25B.10.1-25B.10.17 (2011); Geiss et al., Nature Biotechnology, 26: 317-325 (2008); and U.S. Pat. No. 7,919,237.

The term “gene expression signature” or “signature” as used herein refers to a group of coordinately expressed genes. The genes making up a particular signature may be expressed in a specific cell lineage, stage of differentiation, or during a particular biological response. The genes can reflect biological aspects of the tumors in which they are expressed, such as the cell of origin of the cancer, the nature of the non-malignant cells in the biopsy, and the oncogenic mechanisms responsible for the cancer (see, e.g., Shaffer et al., Immunity, 15: 375-385 (2001)). Examples of gene expression signatures include lymph node (see Shaffer et al., supra), proliferation (see, e.g., Rosenwald et al., New Engl. J. Med., 346: 1937-1947 (2002)), MHC class ii, ABC DLBCL high, B-cell differentiation, T-cell, macrophage, immune response-1, immune response-2, and germinal center B cell.

The invention provides gene expression signatures that can be used to classify particular types of lymphoma and then select an appropriate treatment option based on that classification. In this respect, the invention provides a novel 800 gene array for the identification and diagnosis various lymphoma types. The 800 gene array contains genes previously identified as being differentially expressed between ABC DLBCL, GCB DLBCL, PMBL, BL, and MCL, shown to be associated with survival in DLBCL or MCL, or were known in the art to be of particular importance in lymphoid biology. The genes and probe sequences that comprise the 800 gene array are set forth in Table 1.

TABLE 1 GenBank Capture Probe Reporter Probe Gene Accession No. Target Sequence Sequence Sequence DDX58 NM_014314.3 CTGGCATATTGACT GGTCATTCCTGTG TGATCTCCACTG GGACGTGGCAAAA TTCTGATTTGTTT GCTTTGAATGCA CAAATCAGAACAC TGCCACGTCCAGT TCCAATATACAC AGGAATGACCCTCC CAATATGCCAG TTCTGTGCCGGG CGGCACAGAAGTG (SEQ ID NO: 2) AG (SEQ ID NO: 3) TATATTGGATGCAT TCAAAGCCAGTGG AGATCA (SEQ ID NO: 1) HLA-DQA1 NM_002122.3 GGTGGCCTGAGTTC CAGTGCACCCTG TAGCGTTTAATC AGCAAATTTGGAG CGGGTCAAAACC ATGATGTTCAAG GTTTTGACCCGCAG TCCAAATTTGCTG TTGTGTTTTGCC GGTGCACTGAGAA AACTCAGGCCAC ACAGCCATGTTT ACATGGCTGTGGCA C (SEQ ID NO: 5) CT (SEQ ID NO: 6) AAACACAACTTGA ACATCATGATTAAA CGCTA (SEQ ID NO: 4) IFI16 NM_005531.1 ACGACTGAACACA TGGTGAGTTTCAG TACAGATCTCAA ATCAACTGTGAGGA TTTATCTCCTTCC CTCCCCGGTATT AGGAGATAAACTG TCACAGTTGATTG CCCACTTTTCGG AAACTCACCAGCTT TGTTCAGTCGT TGCCAATTCAAA TGAATTGGCACCGA (SEQ ID NO: 8) GC (SEQ ID NO: 9) AAAGTGGGAATAC CGGGGAGTTGAGA TCTGTA (SEQ ID NO: 7) IFNAR1 NM_000629.2 CTAATCAGCTCTCA GACAGAGACCAC AAGGGGTATCTG GTGATCAACCCACT CCATAACAAGAG AATACTGCTAGA CTTGTTATGGGTGG TGGGTTGATCACT CGAGAAGCCAG TCTCTGTCACTTTG GAGAGCTGATTA CCTGGCATTCAA AATGCCAGGCTGGC G (SEQ ID NO: 11) AGT (SEQ ID NO: TTCTCGTCTAGCAG 12) TATTCAGATACCCC TT (SEQ ID NO: 10) IFNAR2 NM_000874.3 AAATACCACAAGA GTGTGCTTCTCCA TTCCCGCTGAAT TCATTTTGTGACCT CTCATCTGTGAGG CCTTCTAGGACG CACAGATGAGTGG TCACAAAATGAT GTGACATAGGCC AGAAGCACACACG CTTGTGGTATTT TCGT (SEQ ID NO: AGGCCTATGTCACC (SEQ ID NO: 14) 15) GTCCTAGAAGGATT CAGCGGGAACACA ACGTTG (SEQ ID NO: 13) IFNB1 NM_002176.2 ACAGACTTACAGGT GAGGCACAGGCT TAAACAGCATCT TACCTCCGAAACTG AGGAGATCTTCA GCTGGTTGAAGA AAGATCTCCTAGCC GTTTCGGAGGTA ATGCTTGAAGCA TGTGCCTCTGGGAC ACCTGTAAGTCTG ATTGTCCAGTCC TGGACAATTGCTTC T (SEQ ID NO: 17) CA (SEQ ID NO: AAGCATTCTTCAAC 18) CAGCAGATGCTGTT TA (SEQ ID NO: 16) IL13 NM_002188.2 TTTCTTTCTGATGTC CCTAACCCTCCTT TGAAGACGGGC AAAAATGTCTTGGG CCCGCCTACCCA AGCACAGGCTGA TAGGCGGGAAGGA AGACATTTTTGAC GGTCTAAGCTAA GGGTTAGGGAGGG ATCAGAAAGAAA GGAATTTTACCC GTAAAATTCCTTAG (SEQ ID NO: 20) CTC (SEQ ID NO: CTTAGACCTCAGCC 21) TGTGCTGCCCGTCT TCA (SEQ ID NO: 19) IRF3 NM_001571.4 CTGCCCTCAACCGC CTTGCTCCGGTCC CCAACTCCTGAG AAAGAAGGGTTGC TCTGCTAAACGC TTCACAAACTCG GTTTAGCAGAGGAC AACCCTTCTTTGC TAGATTTTATGT CGGAGCAAGGACC GGTTGAG (SEQ ID GGGTCGTGAGGG CTCACGACCCACAT NO: 23) TC (SEQ ID NO: AAAATCTACGAGTT 24) TGTGAACTCAGGAG TTGG (SEQ ID NO: 22) IRF5 NM_002200.3 GCCTGGCTCTCGGG GTTGGGAGAGTT CTTAGGCAATTC AAATTCAGCCATGA CTTTCCCTGCTCA CTCCTATACAGC GCAGGGAAAGAAC TGGCTGAATTTCC TAGGCCCCAGG TCTCCCAACCCTGG CGAGAGCCAG (SEQ ID NO: 27) GGCCTAGCTGTATA (SEQ ID NO: 26) GGAGGAATTGCCTA AGGGTGGCCCACTC TTG (SEQ ID NO: 25) IRF7 NM_001572.3 CGCAGCGTGAGGG GCAGAGGCTGAG TCCATAAGGAAG TGTGTCTTCCCTGG GCTGCTGCTATCC CACTCGATGTCG ATAGCAGCAGCCTC AGGGAAGACACA TCATAGAGGCTG AGCCTCTGCCTGTC C (SEQ ID NO: 29) AG (SEQ ID NO: TTGGCGCTGGAC 30) CAGCGCCAACAGC CTCTATGACGACAT CGAGTGCTTCCTTA TGGA (SEQ ID NO: 28) RBCK1 NM_031229.2 TACCAGCGATTTCT GCACTGCGGTTTT CAAAGAAGCAC AGACCTGGGCATCT CAGCAATGGAGA CATCCCTTGCAA CCATTGCTGAAAAC TGCCCAGGTCTA TCTGGGGTCTTG CGCAGTGCCTTCAG GAAATCGC (SEQ CAATGGTAGCTG CTACCATTGCAAGA ID NO: 32) AAG (SEQ ID NO: CCCCAGATTGCAAG 33) GGATGGTGCTTCTT TG (SEQ ID NO: 31) RNF31 NM_017999.4 ACCTCACCGATGAC GATGTCAAGGGT TTCTTATGGAAC ACACAGTTGCTCAG AGAGAAGTAGCT AACGCATAGGCA CTACTTCTCTACCC GAGCAACTGTGT TCTGGCTCTAGG TTGACATCCAGCTT GTCATCGGTGAG CTCTCGCGAAGC CGCGAGAGCCTAG (SEQ ID NO: 35) TG (SEQ ID NO: AGCCAGATGCCTAT 36) GCGTTGTTCCATAA GAA (SEQ ID NO: 34) SHARPIN NM_030974.3 TCTCAGAGCTCGGT CCGTCCGATGAC CCGTAAGAGGCA TTCCCGCCAGCCGT CCAGCGTTGCAC AGGCTGCGCTCA GCAACGCTGGGTCA GGCTGGCGGGAA GGCACACACAG TCGGACGGTGCCTG ACCG (SEQ ID NO: GCA (SEQ ID NO: TGTGTGCCTGAGCG 38) 39) CAGCCTTGCCTCTT ACGGGGTTCGGCA GGA (SEQ ID NO: 37) TNIP2 NM_024309.3 GTCACTTGTATGGT TATTCCATAGAAC AGCCGCAATACT CCCCAGGGTGGGA AGGATGGGGCTC CCATTTGACTGG GCCCCATCCTGTTC CCACCCTGGGGA TTCGAGGCAGAG TATGGAATAAAGC CCATACAAGTGA AGGCGACGCTT GTCGCCTCTCTGCC C (SEQ ID NO: 41) (SEQ ID NO: 42) TCGAACCAGTCAAA TGGAGTATTGCGGC TGCA (SEQ ID NO: 40) TRIM25 NM_005082.4 GTGAGTATGAGGA CCCAGAGTTGGA CTTCTTTTCATAT ATTTAGCCTCTTAT CTCATTTCACTAT TATAGGAAGCCT AGTGAAATGAGTCC AAGAGGCTAAAT GACAGGAGCTCT AACTCTGGGCTTTG TCCTCATACTCAC CCTCTAAGCAAA CTTAGAGGAGAGCT (SEQ ID NO: 44) G (SEQ ID NO: 45) CCTGTCAGGCTTCC TATAATATGAAAAG AAG (SEQ ID NO: 43) A2LD1 NM_033110.2 AGCAAGGCACGAA TGACAATTATCA ACTTTGCTGGGA GTACCAATTACTAC GATGGAGGTGGG AGCAGAAGCAA CCACCTCCATCTGA TAGTAATTGGTAC GAGCCGTGCACC TAATTGTCAGCATC TTCGTGCCTTGCT GAGTTGAATCGA GATTCAACTCGGTG (SEQ ID NO: 47) TGC (SEQ ID NO: CACGGCTCTTGCTT 48) CTGCTTCCCAGCAA AGT (SEQ ID NO: 46) ABCA12 NM_015657.3 TTTTCCTCTAACAT GCAACCCCGACT GGTTATCAACAG CGAGCCTGAACCTA GTGAGATCTTTAG CAACTTTTGAGC AAGATCTCACAGTC GTTCAGGCTCGAT CATAGATCTTTG GGGGTTGCCCTGCA GTTAGAGGAAAA TGACCCCATGCA TGGGGTCACAAAG (SEQ ID NO: 50) GG (SEQ ID NO: ATCTATGGCTCAAA 51) AGTTGCTGTTGATA ACC (SEQ ID NO: 49) ACPP NM_001099.2 CAGATGGCGCTAG CAAGAAGCATAG ACATCTCCACAA ATGTTTACAACGGA GGAGGAAGGAGT AGTACTCCCCCT CTCCTTCCTCCCTA CCGTTGTAAACAT TCTCAAAGTACA TGCTTCTTGCCACT CTAGCGCCATCTG ATTCCGTCAAGT TGACGGAATTGTAC (SEQ ID NO: 53) GG (SEQ ID NO: TTTGAGAAGGGGG 54) AGTACTTTGTGGAG ATGT (SEQ ID NO: 52) ACSL5 NM_016234.3 TCTGTGACACACCC TTTCTCTACATTC TCCATAAGGATG CAAAAGGCATTGGT CCTATCAGCACC ATCACCTTCAGG GCTGATAGGGAAT AATGCCTTTTGGG CTCGGGGTGAAG GTAGAGAAAGGCT GTGTGTCACAGA CC (SEQ ID NO: TCACCCCGAGCCTG (SEQ ID NO: 56) 57) AAGGTGATCATCCT TATGGACCCCTTTG ATGA (SEQ ID NO: 55) ACTG2 NM_001615.3 GGGCCCTCCATTGT GAGAACCTGTTCT GGTTTTAATGTT CCACAGGAAGTGCT GACTTTAGAAGC TCATGACTGGTA TCTAAAGTCAGAAC ACTTCCTGTGGAC ACAGAGTAGTCT AGGTTCTCCAAGGA AATGGAGGGC CGAGGGGATCCT TCCCCTCGAGACTA (SEQ ID NO: 59) TG (SEQ ID NO: CTCTGTTACCAGTC 60) ATGAAACATTAAA ACC (SEQ ID NO: 58) ADAM12 NM_003474.4 GTACTGATGTCTCC ACAGTGACCCAG CTGAGACTGACT CTCGCTCGAAATTA AATTACCGTGTA GCTGAATCAGAA CACGGTAATTCTGG ATTTCGAGCGAG TATCCCCGTACA GTCACTGTTACTAC GGAGACATCAGT TGTCCATGGTAG CATGGACATGTACG AC (SEQ ID NO: 62) TA (SEQ ID NO: GGGATATTCTGATT 63) CAGCAGTCAGTCTC AG (SEQ ID NO: 61) ADAM28 NM_014265.4 GCAGAGTGGATGA ACACATGGTATC CGTCCTTTCCAG CACACTCATTCCCT ATTTGCTTTGCAG GGCAAATTATCC GCAAAGCAAATGA GGAATGAGTGTG GACCCACCTTGA TACCATGTGTGGGA TCATCCACTCTGC CAGAACAACTTC AGTTGTTCTGTCAA (SEQ ID NO: 65) CC (SEQ ID NO: GGTGGGTCGGATA 66) ATTTGCCCTGGAAA GGACG (SEQ ID NO: 64) ADH1B NM_000668.4 ATAATCTTTAGTCA AGGGCAAGTAAA GAGACAGAGTTA TCGAATCCCAGTGG AGGGTCCCCTCC GAAGACTTCAAT AGGGGACCCTTTTA ACTGGGATTCGA CACAATGGCCCA CTTGCCCTGAACAT TGACTAAAGATT GCATGTGTATGT ACACATGCTGGGCC AT (SEQ ID NO: 68) TC (SEQ ID NO: ATTGTGATTGAAGT 69) CTTCTAACTCTGTC TC (SEQ ID NO: 67) ADIPOQ NM_004797.2 GCTTTCTTCTCTAC GAGGCTCTGAGT CTAACCGTACTG CATGACACCAACTG TAGTGGTGATCA AAAGCCTTTAAT ATCACCACTAACTC GTTGGTGTCATGG TGACTTTGGGGC AGAGCCTCCTCCAG TAGAGAAGAAAG TGTTTGGCCTGG GCCAAACAGCCCC (SEQ ID NO: 71) AG (SEQ ID NO: AAAGTCAATTAAA 72) GGCTTTCAGTACGG TTAG (SEQ ID NO: 70) ADO NM_032804.5 AGGAACTTTAATGT CTGCCAGCAACA ATTAGATGAACC TCCCGACTCGGGTG CAGCTGGAATCA CAGGGCTCAGTC ATTCCAGCTGTGTT CCCGAGTCGGGA ATTTTAGGGAGA GCTGGCAGTGTTGT ACATTAAAGTTCC GGGTTGAGACAA CTCAACCCTCTCCC T (SEQ ID NO: 74) CA (SEQ ID NO: TAAAATGACTGAGC 75) CCTGGGTTCATCTA AT (SEQ ID NO: 73) AHCYL2 NM_001130723.2 CACGCATGATCACC AGAGGTAGAAGA CAGACTAGCTTT AAAACCTTCCCATC AGAGAATCAGGA GAGAGTATATGT CTGATTCTCTTCTTC TGGGAAGGTTTT GAAGACCAGGA TACCTCTACCCTCT GGTGATCATGCG GAAGTTGGAGA CCAACTTCTCCTGG TG (SEQ ID NO: 77) GGGT (SEQ ID TCTTCACATATACT NO: 78) CTCAAAGCTAGTCT G (SEQ ID NO: 76) AHR NM_001621.3 CTGCTACCACATCC GAGGGAACTAGG GAAGCAGGATA ACTCTAAGCAAGG ATTGAGAGAGTC GAGATAAATAG ACTCTCTCAATCCT CTTGCTTAGAGTG ACTCATCTTGTT AGTTCCCTCCTGGC GATGTGGTAGCA GCATCATGGCAG TGCCATGATGCAAC G (SEQ ID NO: 80) CCAG (SEQ ID AAGATGAGTCTATT NO: 81) TATCTCTATCCTGC TTC (SEQ ID NO: 79) AICDA NM_020661.1 GCTGCATGAAAATT AAAGGATGCGCC TCCCAAAGTACG CAGTTCGTCTCTCC GAAGCTGTCTGG AAATGCGTCTCG AGACAGCTTCGGCG AGAGACGAACTG TAAGTCATCAAC CATCCTTTTGCCCC AATTTTCATGCAG CTCATACAGGGG TGTATGAGGTTGAT C (SEQ ID NO: 83) CA (SEQ ID NO: GACTTACGAGACGC 84) ATTTCGTACTTTGG GA (SEQ ID NO: 82) AKAP2 NM_001136562.2 GCTTGAGCCAGGGT TGAGAACTGCCTT TTCCTGCCCAGA GCACGCAGGAATCT TTTCCAGACAGAT GCGCGCGCCTCA GTCTGGAAAAAGG TCCTGCGTGCACC AACCTCCTCAG CAGTTCTCACTGAG CTGGCTCAAG (SEQ ID NO: 87) GAGGTTTGAGGCGC (SEQ ID NO: 86) GCGCTCTGGGCAGG AAGCCTCCCCAGCT TTC (SEQ ID NO: 85) AKAP9 NMJ05751.3 CTGGGAAGCAGCA CATTTCTTCCAGC GCTTCAAATTCT TGAGATTGAAGAG TCTCTGTTTAGCT TGTAACTGCTGC CTAAACAGAGAGC CTTCAATCTCATG AGTCCTTCAGTC TGGAAGAAATGAG CTGCTTCCCAG CCATAGGTAACC GGTTACCTATGGGA (SEQ ID NO: 89) CT (SEQ ID NO: CTGAAGGACTGCA 90) GCAGTTACAAGAAT TTGAAGC (SEQ ID NO: 88) AKR1C2 NM_001354.4 ACATACTGCATCCT AATTCACATTGAT CAACCGTTTCTT ATAGTTATACCATC TTCAGAGTGGAT ACCTGTGGAAAA CACTCTGAAATCAA GGTATAACTATA GAAGTTTCTGTA TGTGAATTTAACTT GGATGCAGTATG TGGAACTGAAGT CAGTTCCATACAGA T (SEQ ID NO: 92) TA (SEQ ID NO: AACTTCTTTTCCAC 93) AGGTAAGAAACGG TTG (SEQ ID NO: 91) ALOX5 NM_000698.2 GTCAAGATCAGCA TCCTGCCAGTGAT TCAACACAGGGT ACACTATTTCTGAG TCATGACCCGCTC TGCAGCCATTCA CGGGTCATGAATCA AGAAATAGTGTT GGAACTGGTAGC CTGGCAGGAAGAC GCTGATCTTGAC CAAACATCAGGT CTGATGTTTGGCTA (SEQ ID NO: 95) CT (SEQ ID NO: CCAGTTCCTGAATG 96) GCTGCAACCCTGTG TTGA (SEQ ID NO: 94) AMIGO2 NM_001143668.1 TTTCGTGCGCTTGG ATCAGTCTTTCCC CCAGATGAAATC CTTTATTCATGAGG CGACCTGAGCCT CGTATTTGCATT CTCAGGTCGGGGA CATGAATAAAGC ACCTGTCTTGCT AAGACTGATGGTCC CAAGCGCACGAA GTCACAGTGGAC ACTGTGACAGCAA A (SEQ ID NO: 98) C (SEQ ID NO: 99) GACAGGTAATGCA AATACGGATTTCAT CTGGG (SEQ ID NO: 97) ANKRD13A NM_033121.1 GCCAAACTGCGCGT CAGCTCATGTTTT CCGCCCAGTTGT CGATATCACATTGC CAAATCCCAGCA CTTCTCCCTTAA TGGGATTTGAAAAC ATGTGATATCGA ATATAAAACTAC ATGAGCTGGATAA CGCGCAGTTTGG GCCTCCCTCTTA GAGGGAGGCGTAG C (SEQ ID NO: 101) TC (SEQ ID NO: TTTTATATTTAAGG 102) GAGAAGACAACTG GGCGG (SEQ ID NO: 100) ANLN NM_018685.2 ATGACCTCTTCAGT CTTCTCCATATCT CTGTTCTTCGCT GATGTCCTAGAGGA AGTTCACCTTCCT GCTTTCTGCTAA AGGTGAACTAGAT CTAGGACATCAC TGCTTGATCCAT ATGGAGAAGAGCC TGAAGAGGTCAT CTCCTCTTGGCT AAGAGGAGATGGA (SEQ ID NO: 104) (SEQ ID NO: 105) TCAAGCATTAGCAG AAAGCAGCGAAGA ACAGGA (SEQ ID NO: 103) ANO3 NM_031418.2 ACGCTTACTCAAAG GGTTGACTGGAA TTGTCAGTGGAG AGCTTGAGCCAGTC GAGGGAAGTAGA ATTAAGGTTATA TACTTCCCTCTTCC CTGGCTCAAGCTC GATGTGGGAGCC AGTCAACCGAGAG TTTGAGTAAGCGT TGAGATTCACTC TGAATCTCAGGCTC (SEQ ID NO: 107) TC (SEQ ID NO: CCACATCTATAACC 108) TTAATCTCCACTGA CAA (SEQ ID NO: 106) ANTXR1 NM_018153.3 GATGGGGGTCCAG TCCAAAATGAAG CCACAAAGTAAT CCTGCTACGGCGGA TACAGGTCAAAT AGATTTCATTCC TTTGACCTGTACTT CCGCCGTAGCAG AGTGGTGCAGCA CATTTTGGACAAAT GCTGGACCCCCA CACTTCCTGATT CAGGAAGTGTGCTG TC (SEQ ID NO: TG (SEQ ID NO: CACCACTGGAATGA 110) 111) AATCTATTACTTTG TGG (SEQ ID NO: 109) ANUBL1 NM_001128324.1 TGTACCTTGAAGCT CTAGTATTTATAG AATCCAAGTACT AGTTTTGGCTATGC GTCCGCCACGCA CTGCCATCTTCC GTGGCGGACCTATA TAGCCAAAACTA TAAGTGGATCGT AATACTAGAAGAG GCTTCAAGGTAC CTGTAGGAACTC TTCCTACAGACGAT A (SEQ ID NO: 113) TT (SEQ ID NO: CCACTTAGGAAGAT 114) GGCAGAGTACTTGG ATT (SEQ ID NO: 112) APOL1 NM_003661.3 CCGCTTTGACCGGG CCACTTCTTTCCG AATTTGTCAAGG ATTACCAGCAGTAC TAGTCCATGGTAC CTTTTGATGACC CATGGACTACGGA TGCTGGTAATCCC AGGTCGTGGGCT AAGAAGTGGTGGA GGTCAAAG (SEQ TGGGCTTGTGTC CACAAGCCCAAGC ID NO: 116) CA (SEQ ID NO: CCACGACCTGGTCA 117) TCAAAAGCCTTGAC AAATT (SEQ ID NO: 115) ARID3A NM_005224.2 AGAATTTAATAAAA ACCTGAGAAATT CTGATGGATTTC CAGGGGAAAACCA CAAGTGTTCCTTG TTTGCTGTTCTC AGGAACACTTGAAT GTTTTCCCCTGTT ACAATTCATCTC TTCTCAGGTTTTGG TTATTAAATTCT TCTGAATGTCCA ACATTCAGAGAGAT (SEQ ID NO: 119) AA (SEQ ID NO: GAATTGTGAGAAC 120) AGCAAAGAAATCC ATCAG (SEQ ID NO: 118) ARID3B NM_006465.2 GGGCCCATTTGAAG CCTGAGAAAGAC ATCCTCTGGGTG GTGTCTCAGACATT ATACTGGCCAAA GGAAGAGTCCAT TGGCCAGTATGTCT TGTCTGAGACAC CCTTTGTGACCA TTCTCAGGGGTTTG CTTCAAATGGGC AACC (SEQ ID GTCACAAAGGATG CC (SEQ ID NO: NO: 123) GACTCTTCCCACCC 122) AGAGGATGCAGGG AAAG (SEQ ID NO: 121) ARID5A NM_212481.1 CAGCAGGGCCTGG CCGCTGGCACCC TAGAAGCTGGAT CCTCTGGGTCTTCT ACAAAGGACACA AGGAGCCGCTTG GTGTCCTTTGTGGG GAAGACCCAGAG TAGGCCTCAGGA TGCCAGCGGCTGTC GCCAGG (SEQ ID CAG (SEQ ID NO: CTGAGGCCTACAAG NO: 125) 126) CGGCTCCTATCCAG CTTCTACTGCAAGG GGA (SEQ ID NO: 124) ARL6IP1 NM_015161.1 GACCATGATCGTTT GGACTTGTTGTCC AGGAAGCAATA CCCTTGCTGCGGTT CACCCAAGCAAC GTAAGGAAGTCA GCTTGGGTGGGACA CGCAGCAAGGGA CTATCAGGTAGG ACAAGTCCACAACC AACGATCATGG TGAGAAGCAGGT TGCTTCTCACCTAC (SEQ ID NO: 128) TGT (SEQ ID NO: CTGATAGTGACTTC 129) CTTACTATTGCTTC CT (SEQ ID NO: 127) ARNT2 NM_014862.3 CGGGCTCAAAGCTG CAAACAAAGTCA AAAGTCCAGTAG GATTAGAAAGGGG CAAGTGCCTCTCC TTCAAACAAGGT AGAGGCACTTGTGA CCTTTCTAATCCA GTGAGCGAGGA CTTTGTTTGACTCT GCTTTGAGCCCG AGTGAGTCACAG GTGACTCACTTCCT (SEQ ID NO: 131) AGT (SEQ ID NO: CGCTCACACCTTGT 132) TTGAACTACTGGAC TTT (SEQ ID NO: 130) ARNTL NM_001178.4 GCCACGGTGGTGCT AAGTTAAGCTTG AGATTCCTATGA GGCTAGAGTGTATA GGTCCAAACGTA CATCGGAACCAA CGTTTGGACCCAAG TACACTCTAGCCA TGAAGGCCCAGG CTTAACTTTTCCAA GCACCACCGTGG ATTCCACATTGG TGTGGAATCCTGGG (SEQ ID NO: 134) AA (SEQ ID NO: CCTTCATTGGTTCC 135) GATGTCATAGGAAT CT (SEQ ID NO: 133) ASB13 NM_024701.3 GGACACGTAGGCG CGGTTTGAATGG GAATGCCGAGCC GTACCACTAAGGTT CTCATTACCAAA ACGAGAATATAC TTGGTAATGAGCCA ACCTTAGTGGTAC ACCTTGACACAC TTCAAACCGACAGC CGCCTACGTGTCC CTTCACACTGCT AGTGTGAAGGTGTG (SEQ ID NO: 137) GT (SEQ ID NO: TCAAGGTGTATATT 138) CTCGTGGCTCGGCA TTC (SEQ ID NO: 136) ASCL2 NM_005170.2 CGGGGGGCACCAA TAGAAAATCCTCT CCTCCAGCAGCT CACTTGGAGATTTT CCCCTCCGGAAA CAAGTTAATGTG TCCGGAGGGGAGA AATCTCCAAGTGT TAGAAAATGGAT GGATTTTCTAAGGG TGGTGCCCC (SEQ TCTCTGTGCCCT CACAGAGAATCCAT ID NO: 140) (SEQ ID NO: 141) TTTCTACACATTAA CTTGAGCTGCTGGA GGGA (SEQ ID NO: 139) ASMTL- NR_026711.1 GGAAGTTCTCCTTC CCGAGAGCCGTC CATTCATGGGCA AS1 AAGTCTAACCTAAG ACAGTGTGGCCTT TCCACGGTGCCG GCCACACTGTGACG AGGTTAGACTTG AGGTCACGGAA GCTCTCGGGTCAGT AAG (SEQ ID NO: GGAACTGAC TCCTTCCGTGACCT 143) (SEQ ID NO: 144) CGGCACCGTGGATG CCCATGAATGCTGA TC (SEQ ID NO: 142) ASPM NM_018136.4 CAGAGATGGTACA AAATGTGTTCTTG AGCCACGATAAG GGGCGTACAAGAC TATCATGAAGAG CAGACTGGAGG TCTTCATGATACAA TCTTGTACGCCCT GAAATCACAGCT GAACACATTTTTTG GTACCATCTCTG GCCTTTGTCTTC AAGACAAAGGCAG (SEQ ID NO: 146) AAA (SEQ ID NO: CTGTGATTTCCCTC 147) CAGTCTGCTTATCG TGGCT (SEQ ID NO: 145) ATF3 NM_001674.2 TTTGATATACATGC GAGCCCGGACAA TATCTGTTGGAT TCAACCTTCATCGG TACACGTGGGCC AAAGAGGTTTCT CCCACGTGTATTGT GATGAAGGTTGA CTCATCTTCTGG CCGGGCTCAGAATG GCATGTATATCA AGTCCTCCCATT GGAGGACTCCAGA AA (SEQ ID NO: CT (SEQ ID NO: AGATGAGAGAAAC 149) 150) CTCTTTATCCAACA GATA (SEQ ID NO: 148) ATM NM_000051.3 ACGCTAAGTCGCTG CGGAGCAAACGC CGGTCTCCGCGC GCCATTGGTGGACA GCCTGCGCCATGT TCAAAACACTGC TGGCGCAGGCGCGT CCACCAATGG CCCAAAACATTC TTGCTCCGACGGGC (SEQ ID NO: 152) GGCCCGT (SEQ CGAATGTTTTGGGG ID NO: 153) CAGTGTTTTGAGCG CGGAGACCGCGTG ATA (SEQ ID NO: 151) ATOH8 NM_032827.6 GGCATCCTGAGGA AGTTCTGGAAAA TTTGATCTCCAG ACTTGATAGACAAA CACTGTCATTGTT GAATTCATAGTA CAATGACAGTGTTT TGTCTATCAAGTT CCATCTGAGATT TCCAGAACTGTGGG CCTCAGGATGCC AGACACGTACCC TACGTGTCTAATCT (SEQ ID NO: 155) AC (SEQ ID NO: CAGATGGTACTATG 156) AATTCCTGGAGATC AAA (SEQ ID NO: 154) ATP6V0E1 NM_003945.3 GACATGCTCTACAG AAGGCATTCTCTT ACAGGCAAGTCA TGCTCAGTCTTTGA CTCGTGACCTCAA AGAAAAGTGGTC GGTCACGAGAAGA AGACTGAGCACT TGGTTTGGAGGT GAATGCCTTCTAGA GTAGAGCATGTC GATTTTGCATCT TGCAAAATCACCTC (SEQ ID NO: 158) AG (SEQ ID NO: CAAACCAGACCACT 159) TTTCTTGACTTGCC TGT (SEQ ID NO: 157) ATXN7L2 NM_153340.4 ATGTCCATCTTCGG ACAACCAAGTAG GAAAGCTTGAGG GCACTGCCCTGCCC AAGTCATCATGG CTTCACCACTTG ATGATGACTTCTAC GCAGGGCAGTGC GCTGCAGTGGTT TTGGTTGTGTGTAA CCGAAGATGGAC ACAC (SEQ ID CCACTGCAGCCAAG AT (SEQ ID NO: NO: 162) TGGTGAAGCCTCAA 161) GCTTTCCAGAAGCA CT (SEQ ID NO: 160) AUH NM_001698.2 GGTGGTCTTGAACT GAGGAAGCTGCT CTCCACCAGGAA GGCTTTAGCCTGTG ACTCGTATATCAC TAATCGCCAATT ATATACGAGTAGCA AGGCTAAAGCCA TTGTTTCAACCA GCTTCCTCTGCAAA GTTCAAGACCAC GGCCCATTTTTG AATGGGCCTGGTTG C (SEQ ID NO: 164) CA (SEQ ID NO: AAACAAAATTGGC 165) GATTATTCCTGGTG GAG (SEQ ID NO: 163) AURKA NM_198433.1 AGGCGCCCTGTAGG TGAGACCCTCTA CACTGAAGTTTC ATACTGCTTGTTAC GCTGTAATAAGT TTATCAAATATC TTATTACAGCTAGA AACAAGCAGTAT CCCGCACTCTGG GGGTCTCACTCCAT CCTACAGGGCGC CCTGGGCAATGG TGCCCAGGCCAGA (SEQ ID NO: 167) AG (SEQ ID NO: GTGCGGGGATATTT 168) GATAAGAAACTTCA GTG (SEQ ID NO: 166) AUTS2 NM_001127231.1 CTTGTCCTTTCATTC TGTAGTGGTGTG TCTCTTCCCAAG AAAGAAGAGCAGA GGTGGCTGAGTC GTGCTGGCAGAG CTCAGCCACCCACA TGCTCTTCTTTGA ATTGCGGTCATT CCACTACAGCTCAG ATGAAAGGACAA TTCTCGATCTGA ATCGAGAAAATGA G (SEQ ID NO: 170) GC (SEQ ID NO: CCGCAATCTCTGCC 171) AGCACCTTGGGAA GAGA (SEQ ID NO: 169) BANK1 NM_001083907.1 GGCAAATGAAATG TCTCCATGCCTGA TCTTCAGAACTC GAAGGGGAAGGAA TCCATTCTGTTTT TCACTGCCAACC AACAGAATGGATC CCTTCCCCTTCCA TCTAGTGGGCTG AGGCATGGAGACC TTTCATTTGCC TGTTTGG (SEQ ID AAACACAGCCCACT (SEQ ID NO: 173) NO: 174) AGAGGTTGGCAGT GAGAGTTCTGAAG ACCAGTAT (SEQ ID NO: 172) BASP1 NM_006317.3 GATCCGCGTCTGAA TGGCGGCAGTTTC CCCATTGCAGAA AGTGCAGTACATCG AGGTACAAACGA GAAAAGCTATTC TTTGTACCTGAAAC TGTACTGCACTTT AACTCTCAGCGG TGCCGCCACATGCA CAGACGCGGATC TGGAGGAGTGCA CTCCTCCACCGCTG (SEQ ID NO: 176) TG (SEQ ID NO: AGAGTTGAATAGCT 177) TTTCTTCTGCAATG GG (SEQ ID NO: 175) BATF NM_006399.3 CACTGTGGGTTGCA TTGAGCATCTTTC TATTTAGAAAAA GGCCCAATGCAGA TTAATACTCTTCT TAACCGTTCCCT AGAGTATTAAGAA GCATTGGGCCTG GCCCGCCTTGCT AGATGCTCAAGTCC CAACCCA (SEQ ID CTGTGCCATGGG CATGGCACAGAGC NO: 179) AC (SEQ ID NO: AAGGCGGGCAGGG 180) AACGGTTATTTTTC TAAATA (SEQ ID NO: 178) BATF3 NM_018664.2 CTGCTGTTATGCAG AGCATCTTTATTA AAGTGTATTGTG AGCCATTTCCTCTA TCCAAATTCTAGA CCTGTAAATTCC GAATTTGGATAATA GGAAATGGCTCT CAGAACTGGAG AAGATGCTTATTGT GCATAACAGCAG AAGGGAGAGAC CTCTCCCTTCTCCA (SEQ ID NO: 182) AATA (SEQ ID GTTCTGGGAATTTA NO: 183) CAGGCACAATACA CTT (SEQ ID NO: 181) BCAT1 NM_005504.4 CCGACGGAACAAT GGTACACTCTGC AGGTCTTTAGCC GAAGGATTGCAGT GGAGCATCCGTT TTAAAAGTCCCC AACGGATGCTCCGC ACTGCAATCCTTC ACCACCTCTTTT AGAGTGTACCGGA ATTGTTCCGTCG GATCCTCCTTCT GAAGGAGGATCAA (SEQ ID NO: 185) CC (SEQ ID NO: AAGAGGTGGTGGG 186) GACTTTTAAGGCTA AAGACCT (SEQ ID NO: 184) BCL10 NM_003921.2 TGAAAATACCATCT CTGGGTCCCCAG ACAAGTTCCTTC TCTCTTCAACTACA GTCTGGGAAGTG TTCTTCTAACTG CTTCCCAGACCTGG TAGTTGAAGAGA TAGATCTGGTGG GGACCCAGGGGCT AGATGGTATTTTC CAAAGGAGGAG CCTCCTTTGCCACC A (SEQ ID NO: 188) CCC (SEQ ID NO: AGATCTACAGTTAG 189) AAGAAGAAGGAAC TTGT (SEQ ID NO: 187) BCL2A1 NM_004049.2 TCATGTGTCATAAC GGCAATGTGCTG CTGGTGGAGAGC TCAGTCAAGCTCAG AGAATGCTCACT AAAGTCTTGAGC TGAGCATTCTCAGC GAGCTTGACTGA TGGCTCACCTTG ACATTGCCTCAACA GTTATGACACAT AAGCTGTTGA GCTTCAAGGTGAGC GA (SEQ ID NO: (SEQ ID NO: 192) CAGCTCAAGACTTT 191) GCTCTCCACCAGGC AG (SEQ ID NO: 190) BCL2L10 NM_020396.2 TTTTATCTGAATGC ACACTGGCCAAA GAGCCATTTGCA ATACAAGGAGTCCT TCACCACCTCAG TTCTTGTCCTCA GAGGTGGTGATTTG GACTCCTTGTATG CACCTGAGTACT GCCAGTGTTTTAAC CATTCAGATAAA TGTCACAAGTTA TTGTGACAAGTACT A (SEQ ID NO: 194) AA (SEQ ID NO: CAGGTGTGAGGAC 195) AAGAATGCAAATG GCTC (SEQ ID NO: 193) BCL6 NM_001706.2 GTTGTGGACACTTG ACCATCTCTGCTT TCAGCATCCGGC CCGGAAGTTTATTA CACTGGCCTTAAT TGTTGAGGAACT AGGCCAGTGAAGC AAACTTCCGGCA CTTCACGAGGAG AGAGATGGTTTCTG AGTGTCCACAAC GCTTGATGGCAG CCATCAAGCCTCCT (SEQ ID NO: 197) AA (SEQ ID NO: CGTGAAGAGTTCCT 198) CAACAGCCGGATG CTGA (SEQ ID NO: 196) BEST3 NM_152439.2 TCTTGCAACTAAAG GATCAACACTGT GAGGCTGCACCA CCCGGAATGAAGG CTCTGATTCTACC AGAGCGGTATCG TAGAATCAGAGAC TTCATTCCGGGCT ATTCATTTCAGT AGTGTTGATCTGCA TTAGTTGCAAGA CATCAATGATTG ATCATTGATGACTG (SEQ ID NO: 200) CA (SEQ ID NO: AAATGAATCGATAC 201) CGCTCTTGGTGCAG CCTC (SEQ ID NO: 199) BIRC2 NM_001166.3 TGGGATCCACCTCT ATGTGCAAAACT GAGTAAGAACC AAGAATACGTCTCC GTTTCTCATTGGA ACTGAACAAGCT AATGAGAAACAGT GACGTATTCTTAG ACTATGTTCCAA TTTGCACATTCATT AGGTGGATCCCA GGTGGGAGATA ATCTCCCACCTTGG (SEQ ID NO: 203) ATGA (SEQ ID AACATAGTAGCTTG NO: 204) TTCAGTGGTTCTTA CTC (SEQ ID NO: 202) BIRC3 NM_001165.3 GTGATGTTTCTCCT TCAACTGCAGAC ACCAGTGGTTTG GCCACCTGGAAAC TTCAATGCTTTGT CAAGCATGGTTT AAAGCATTGAAGTC TTCCAGGTGGCA CCTGGATCTCAC TGCAGTTGAAAAGC GGAGAAACATCA AGACGTTGGGCT CCAACGTCTGTGAG C (SEQ ID NO: 206) TT (SEQ ID NO: ATCCAGGAAACCAT 207) GCTTGCAAACCACT GGT (SEQ ID NO: 205) BIRC5 NM_001168.2 CCATTCTAAGTCAT TCTCCTCATCCAC AGCAGTGGCAA TGGGGAAACGGGG CTGAAGTTCACCC AAGGAGTATCTG TGAACTTCAGGTGG CGTTTCCCCAATG CCAGACGCTTCC ATGAGGAGACAGA ACTTAGAATGG TATCACTCTATT ATAGAGTGATAGG (SEQ ID NO: 209) CTG (SEQ ID NO: AAGCGTCTGGCAG 210) ATACTCCTTTTGCC ACTGCT (SEQ ID NO: 208) BMP7 NM_001719.1 GCTTCGTCAACCTC GTAGCGTGGGTG GCTTCCCCTTCT GTGGAACATGACA GAAGAATTCCTT GGGATCTTGGAA AGGAATTCTTCCAC GTCATGTTCCACG AGATCAAACCGG CCACGCTACCACCA AGGTTGACGAAG AACTCTCGATGG TCGAGAGTTCCGGT C (SEQ ID NO: 212) TG (SEQ ID NO: TTGATCTTTCCAAG 213) ATCCCAGAAGGGG AAGC (SEQ ID NO: 211) BPGM NM_199186.1 TTTCCAGAGCTAGG AGTTACCTAGTTA GCTATGACATAA CTGTGGAGTAGAGT CCTATACAAACTC GCACTGAGGCAT TTGTATAGGTAACT TACTCCACAGCCT CCTAAAGCCTTA AGGTAACTTATTGT AGCTCTGGAAA TCTGGGCCACAA GGCCCAGATAAGG (SEQ ID NO: 215) TA (SEQ ID NO: CTTTAGGATGCCTC 216) AGTGCTTATGTCAT AGC (SEQ ID NO: 214) BPNT1 NM_006085.4 ACACTGTGTTGATG CTTTTGAGCAATA ACAATACCCAGG CGGTTGGTAGCCTC GAATATGCGGAG TCTCCTTCAGCA CGCATATTCTATTG GCTACCAACCGC ATAACACGTCTG CTCAAAAGGCAGG ATCAACACAGTG ACTATCATTCCT AATGATAGTCAGAC T (SEQ ID NO: 218) GC (SEQ ID NO: GTGTTATTGCTGAA 219) GGAGACCTGGGTAT TGT (SEQ ID NO: 217) BSPRY NM_017688.2 CACTGGCCTGGTGG GAATCAGCTGGA CAAAATGCCCTC GCATGCTTACTCAC GGTCATCCAGGT TGCTTCTTCGGT CTGGATGACCTCCA GAGTAAGCATGC CCTCTCGAAAAT GCTGATTCAGAAGG CCAC (SEQ ID NO: CTCTTGCTCCTTC AGCAAGAGATTTTC 221) T (SEQ ID NO: GAGAGGACCGAAG 222) AAGCAGAGGGCAT TTTG (SEQ ID NO: 220) BST2 NM_004335.2 TTCGTATGACTATT TACAGCGCTTATC CAGAATCACGAT GCAGAGTGCCCATG CCCGTCTTCCATG GATCAGGAGCAC GAAGACGGGGATA GGCACTCTG (SEQ CAGAATTCCTAT AGCGCTGTAAGCTT ID NO: 224) CCCCAGCAGAAG CTGCTGGGGATAGG CT (SEQ ID NO: AATTCTGGTGCTCC 225) TGATCATCGTGATT CTG (SEQ ID NO: 223) BTBD19 NM_001136537.1 TTTTTCCGCAGCAC CATCACTGTATCG GCACCGATGGGC TCCGAAGCCTTGTC CGGGTTGTTGAC AAATACCTCCTG AACAACCCGCGAT AAGGCTTCGGAG CCGTTCTTGACC ACAGTGATGTTTGC TGCTGCGGAAAA AACCACGAAGC TTCGTGGTTGGTCA A (SEQ ID NO: 227) AAA (SEQ ID NO: AGAACGGCAGGAG 228) GTATTTGCCCATCG GTGC (SEQ ID NO: 226) BTG1 NM_001731.2 CAACGTGCAAATG AGAGAAGTTCCT ACCTGATACAGT GTAGACAGCCGAA CCTTACAGCTGAT CATCATATTGTA TCAGCTGTAAGGAG TCGGCTGTCTACC GTTTTTGGAAGG GAACTTCTCTTGGG ATTTGCACGTTG GCTCGTTCTGCC CAGAACGAGCCCTT (SEQ ID NO: 230) CA (SEQ ID NO: CCAAAAACTACAAT 231) ATGATGACTGTATC AGGT (SEQ ID NO: 229) BTG2 NM_006763.2 TGCTCTCCTTGGGA CAAGGAATACAT ACAAGAATACCA TGATGGCTGGCTAG GCAAGGCTGACT AGTAGTCTTGCA TCAGCCTTGCATGT AGCCAGCCATCA GAACATGGGGC ATTCCTTGGCTGAA TCCCAAGGAGAG ACTCTCCCATTC TGGGAGAGTGCCCC (SEQ ID NO: 233) AGC (SEQ ID NO: ATGTTCTGCAAGAC 234) TACTTGGTATTCTT GT (SEQ ID NO: 232) BTK NM_000061.1 TGATCTGGTTCAGA GATACTGCCCATC CTCCAAAATTTG AATATCACCCTTGC GATCCAGAAGCA GCAGCCCATAGC TTCTGGATCGATGG AGGGTGATATTTC ATTTTTGGCTGT GCAGTATCTCTGCT TGAACCAGATCA CTGAGAGCAGCA GCTCTCAGACAGCC (SEQ ID NO: 236) GA (SEQ ID NO: AAAAATGCTATGG 237) GCTGCCAAATTTTG GAG (SEQ ID NO: 235) BUB1 NM_004336.2 CCCGGAAAATGTCC CCTTGTAGCTCTG CTCTTCTACCCA TTCAGATGCTTGAA CATGTGGGCTTCA CTGTATGTATCT GCCCACATGCAGA AGCATCTGAAGG TTCCCATTCACC GCTACAAGGGCAA ACATTTTCCGGG AAGAGGGTCATT TGACCCTCTTGGTG (SEQ ID NO: 239) GC (SEQ ID NO: AATGGGAAAGATA 240) CATACAGTGGGTAG AAGAG (SEQ ID NO: 238) BUB1B NM_001211.4 GAGTCTTCTGTACC CCTTTGCTCTTTA CCTTGAGAGCAC ACAACGAAGCACA GTTCAGCTAGTGT CTCCTACACGGA CTAGCTGAACTAAA GCTTCGTTGTGGT TGATTGGAGCTC GAGCAAAGGGAAA ACAGAAGACTC TTGCTGTCTTTTT AAGACAGCAAGAG (SEQ ID NO: 242) C (SEQ ID NO: CTCCAATCATCCGT 243) GTAGGAGGTGCTCT CAAGG (SEQ ID NO: 241) C10orf18 NM_017782.3 CCAGAAAATACCA ACGATGGAGTTTT AGCTTAATGCTA CAGCGGCTCACAAT CAGGAAGATCAT GATCGGCTAACA GATCTTCCTGAAAA TGTGAGCCGCTGT TATTTAGGGCCT CTCCATCGTCAACT GGTATTTTCTGG GGGAGTCATAGT ATGACTCCCAGGCC (SEQ ID NO: 245) TG (SEQ ID NO: CTAAATATGTTAGC 246) CGATCTAGCATTAA GCT (SEQ ID NO: 244) C13orf18 NM_025113.2 CCTCCCCATATCCT CAGATGGGAAGG GAAATGGTTCTT GAGACTGACAGTG CTCAAAAAAAGC CTACTGACTTGA CTTTTTTTGAGCCTT ACTGTCAGTCTCA ACAGCACCTTCA CCCATCTGACATCT GGATATGGGGAG TCAGCAGCAGAT GCTGCTGATGAAGG G (SEQ ID NO: 248) GT (SEQ ID NO: TGCTGTTCAAGTCA 249) GTAGAAGAACCATT TC (SEQ ID NO: 247) C15orf41 NM_001130010.1 ATTAATGGCTCGGC TTTCCTCGTGTTC CTGAGAAGGGTC TTATACTGGAGAGG CTGTAGAAACCT CCGTAGCATACT TTTCTACAGGAACA CTCCAGTATAAG ATTTATAATAGA CGAGGAAACTCCA CCGAGCCATTAA CTTGGAGGGTGG CCCTCCAAGTCTAT T (SEQ ID NO: 251) AG (SEQ ID NO: TATAAATAGTATGC 252) TACGGGACCCTTCT CAG (SEQ ID NO: 250) C19orf26 NM_152769.2 CGGGGCAGGTACC TGGCATGGCGGC CTTCTTGACCTT GTTCTGCAGTTCCT GCAGGCGGGTGA GAAATAGGGGCT CACCCGCCTGCGCC GGAACTGCAGAA GGCCCCATCCAG GCCATGCCAGCCTG CGG (SEQ ID NO: GC (SEQ ID NO: GATGGGGCCAGCC 254) 255) CCTATTTCAAGGTC AAGAAGTGGAAGC TGGAG (SEQ ID NO: 253) C3orf37 NM_020187.2 CCAAGCTGCAGTTC CTCCATTACGGTA AAAACGACACA AATACTACCAACTG TCACTACGACAG GCGTCTTCCCTT TCGTAGTGATACCG TTGGTAGTATTGA TCCCAGAGGCAC TAATGGAGAAACG ACTGCAGCTTGG CTTAAATGACCG GTCATTTAAGGTGC (SEQ ID NO: 257) TTT (SEQ ID NO: CTCTGGGAAAGGG 258) AAGACGCTGTGTCG TTTT (SEQ ID NO: 256) C4orf31 NM_024574.3 TCCAGGCTTCTCGT GGACCCTGCCAA AGAAAAAAATC TCCTGGATATTGGT GATGCTAAGCAC CCTCCCCGTGGT GCTTAGCATCTTGG CAATATCCAGGA GTGGTGTGCGAA CAGGGTCCGGGGA ACGAGAAGCCTG ATAGTCCACGTC CGTGGACTATTTCG GA (SEQ ID NO: CCC (SEQ ID NO: CACACCACACCACG 260) 261) GGGAGGGATTTTTT TCT (SEQ ID NO: 259) C5AR1 NM_001736.2 TTGCCTGTCTTTCC GAGAAGAGTCCC GGGAGGGTGCTC CAGACTTGTCCCTC GCTGGAAAAGGA CCTAGAAGGAA CTTTTCCAGCGGGA GGGACAAGTCTG GTGTTCACCTTG CTCTTCTCATCCTTC GGAAAGACAGGC CAAATGAGGAA CTCATTTGCAAGGT AA (SEQ ID NO: GGAT (SEQ ID GAACACTTCCTTCT 263) NO: 264) AGGGAGCACCCTCC C (SEQ ID NO: 262) C5orf41 NM_153607.2 GCTCCTGTGTGTTC TCTGACAAAGGG TCACCATGATTT TTCTAAGACTCTGC ACCTCAGCCTGC GTGTGCTTGAAG AGGCTGAGGTCCCT AGAGTCTTAGAA TGGGTTTACTTG TTGTCAGACTGTGT GAACACACAGGA CTTTTTGGACAC CCAAAAAGCAAGT GC (SEQ ID NO: AG (SEQ ID NO: AAACCCACTTCAAG 266) 267) CACACAAATCATGG TGA (SEQ ID NO: 265) C7orf68 NM_013332.1 CAACACAGAGCCC ACATGCTTCTGGA TGTCTAGGTCAG ACCAAGGGCCTTCC TGGATGGTCTGG TGTTCCAAAATA AGACCATCCATCCA AAGGCCCTTGGT TGGCCAGTATGG GAAGCATGTGATA G (SEQ ID NO: 269) AAGGAGGTCTTA AGACCTCCTTCCAT TC (SEQ ID NO: ACTGGCCATATTTT 270) GGAACACTGACCTA GACA (SEQ ID NO: 268) CA7 NM_005182.2 TCCCAGCCTGCAAC TGAGGGACATGC CATTGAAGTCTA CACTGGAGCTTTCC AGGCCTCATAGG CCTGGACAGAGT TATGAGGCCTGCAT AAAGCTCCAGTG GGCCATTGTTGG GTCCCTCAGCATCA GTTG (SEQ ID NO: TGATGC (SEQ ID CCAACAATGGCCAC 272) NO: 273) TCTGTCCAGGTAGA CTTCAATGACAGCG AT (SEQ ID NO: 271) CACNA1D NM_000720.2 TATCGTGTGATTTG TTCTTCTCGTTTT TTGACATGGTTT CAAGATGACGAGC GTTTCCTCAGGCT CCAAGCAGGGC CTGAGGAAACAAA CGTCATCTTGCAA ACCATTTCTTTT ACGAGAAGAAGAA ATCACACGATA GAACACATCATC GATGATGTGTTCAA (SEQ ID NO: 275) TTC (SEQ ID NO: AAGAAATGGTGCC 276) CTGCTTGGAAACCA TGTCAA (SEQ ID NO: 274) CALD1 NM_033138.2 GATTGACAGCAGA TTTTTGTTCCCTC TTCAGCAGGAAC CTGGAGCAGTATAC AATTGCACTGGT AGGAAGATCCG CAGTGCAATTGAGG ATACTGCTCCAGT AGGCTGCCGGCT GAACAAAAAGCGC CTGCTGTCAATC TTGTAGGTTTTG AAAACCTACAAAG (SEQ ID NO: 278) CGC (SEQ ID NO: CCGGCAGCCTCGGA 279) TCTTCCTGTTCCTG CTGAA (SEQ ID NO: 277) CAMK2B NM_001220.3 TCACCAGAAGCTGG AATGCTTCAGAA CTCCTCGGAGAT AGAGAGAGGCTCG GGCGGCAGATCC GCTGTCGTGGAG GATCTGCCGCCTTC GAGCCTCTCTCT ACGCACGATGTT TGAAGCATTCCAAC (SEQ ID NO: 281) GG (SEQ ID NO: ATCGTGCGTCTCCA 282) CGACAGCATCTCCG AGGAGGGCTTCCAC TAC (SEQ ID NO: 280) CAMKK1 NM_032294.2 GAGCCAGAAATCA TCTAACATCTTCA AAGGGTGCAACT GCGAGGAGCTCAA GGATCAGGTCCTT TGATGTCTGGCA GGACCTGATCCTGA GAGCTCCTCGCTG CCCCAATTCTCG AGATGTTAGACAA ATTTCTGG (SEQ TCTCGGGATTCT GAATCCCGAGACG ID NO: 284) TG (SEQ ID NO: AGAATTGGGGTGCC 285) AGACATCAAGTTGC ACCCTT (SEQ ID NO: 283) CARD11 NM_032415.2 TTGAAAATCGGCCC ATTCTCCCGCTCC CCGGCCTGGATG AAGAAGGAGCAGG AGTTCCAGAACC ATGGACTGCAGC TTCTGGAACTGGAG TGCTCCTTCTTGG TCCTGGTTTTTG CGGGAGAATGAAA GCCGATTTTCAA GTCTTCAGCATT TGCTGAAGACCAA (SEQ ID NO: 287) TC (SEQ ID NO: AAACCAGGAGCTG 288) CAGTCCATCATCCA GGCCGG (SEQ ID NO: 286) CAV1 NM_001753.3 AACCGCGACCCTAA TCAAAGTCAATCT TCCAAATGCCGT ACACCTCAACGATG TGACCACGTCATC CAAAACTGTGTG ACGTGGTCAAGATT GTTGAGGTGTTTA TCCCTTCTGGTT GACTTTGAAGATGT GGGTCGCGGTT CTGCAATCACAT GATTGCAGAACCA (SEQ ID NO: 290) CT (SEQ ID NO: GAAGGGACACACA 291) GTTTTGACGGCATT TGGA (SEQ ID NO: 289) CAV2 NM_198212.1 GCCTTTTGTAAAGA ATATTGTCTGCAC TCCTACGCTCGT CCTGCCTAATGGTT TGAAGGCAGAAC ACACAATGGAGC CTGCCTTCAGTGCA CATTAGGCAGGT AATGATAACATC GACAATATGGAAG CTTTACAAAAGG TGTCACACTCTT AGTGTGACAGATGT C (SEQ ID NO: 293) CC (SEQ ID NO: TATCATTGCTCCAT 294) TGTGTACGAGCGTA GGA (SEQ ID NO: 292) CCDC50 NM_174908.3 AAACACTTTCCAGA TAGTAACTATCTG TAGATACAGCTT GTTCCCTGCAACCC CATAAGCACGGG CTTTCATCACTC GTGCTTATGCAGAT TTGCAGGGAACT TTGGCTTCATTC AGTTACTATTATGA CTGGAAAGTGTTT CTCCATCTTCAT AGATGGAGGAATG (SEQ ID NO: 296) AA (SEQ ID NO: AAGCCAAGAGTGA 297) TGAAAGAAGCTGT ATCTA (SEQ ID NO: 295) CCDC75 NM174931.2 ACTTGGCAAGAGTG TGATATTGAGAG CTTTCCGTTTTA GGGGTGGTATTGTT GAATTGGTTCAA ATGATGCCTCAT GAACCAATTCCTCT CAATACCACCCC GACCAATGCCAC CAATATCAAAACA CACTCTTGCCAAG TTTTCCCTGTTT GGGAAAAGTGGCA T (SEQ ID NO: 299) (SEQ ID NO: 300) TTGGTCATGAGGCA TCATTAAAACGGAA AGCA (SEQ ID NO: 298) CCL17 NM_002987.2 GCCTGGAGTACTTC CCACGTCTTCAGC ACAGTTACAAAA AAGGGAGCCATTCC TTTCTAAGGGGA ACGATGGCATCC CCTTAGAAAGCTGA ATGGCTCCCTTGA CTGGAGCAGTCC AGACGTGGTACCA AGTACTC (SEQ ID TCAGATGTCTGG GACATCTGAGGACT NO: 302) TA (SEQ ID NO: GCTCCAGGGATGCC 303) ATCGTTTTTGTAAC TGT (SEQ ID NO: 301) CCNA2 NM_001237.2 CGGGACAAAGCTG CAGGGTATATCC GCTTTGAGGTAG GCCTGAATCATTAA AGTCTTTCGTATT GTCTGGTGAAGG TACGAAAGACTGG AATGATTCAGGC TCCATGAGACAA ATATACCCTGGAAA CAGCTTTGTCCCG GGCTTAAGACTT GTCTTAAGCCTTGT (SEQ ID NO: 305) TC (SEQ ID NO: CTCATGGACCTTCA 306) CCAGACCTACCTCA AAGC (SEQ ID NO: 304) CCNB1 NM_031966.2 AACTTGAGGAAGA TTCCCGACCCAGT TGAACCTGTACT GCAAGCAGTCAGA AGGTATTTTGGTC AGCCAGTCAATT CCAAAATACCTACT TGACTGCTTGCTC AGGATGGCTCTC GGGTCGGGAAGTC TTCCTCAAGTT ATGTTTCCAGTG ACTGGAAACATGA (SEQ ID NO: 308) AC (SEQ ID NO: GAGCCATCCTAATT 309) GACTGGCTAGTACA GGTTCA (SEQ ID NO: 307) CCNB2 NM_004701.2 AGGTTGATGTTGAA AGTCAGCTCCATC GCTGCTGCTACC CAGCACACTTTAGC AAATACTTGGCT TTAGAAGGATGA CAAGTATTTGATGG AAAGTGTGCTGTT TAATGCACCATA AGCTGACTCTCATC CAACATCAACCT TCATAGTCGATG GACTATGATATGGT (SEQ ID NO: 311) AG (SEQ ID NO: GCATTATCATCCTT 312) CTAAGGTAGCAGC AGC (SEQ ID NO: 310) CCND1 NM_053056.2 TTGAACACTTCCTC GATCTGTTTGTTC TTCACATCTGTG TCCAAAATGCCAGA TCCTCCGCCTCTG GCACAGAGGGC GGCGGAGGAGAAC GCATTTTGGAGA AACGAAGGTCTG AAACAGATCATCCG GGAAGTGTTCAA CGCGTGTTTGCG CAAACACGCGCAG (SEQ ID NO: 314) GAT (SEQ ID NO: ACCTTCGTTGCCCT 315) CTGTGCCACAGATG TGAA (SEQ ID NO: 313) CCND2 NM_001759.2 AGCCTGCATCCCTT TAAGGCACTTTAT AGGACAGGCAC CGCCTGCAGCCTAC TTCCCCAAAGTA CTGTCAAAAGAC TTTGGGGAAATAAA GGCTGCAGGCGA ATTGGATACTGT GTGCCTTACTGACT AGGGATGCAGGC AATGGCTACAGT GTAGCCATTACAGT T (SEQ ID NO: 317) CAG (SEQ ID NO: ATCCAATGTCTTTT 318) GACAGGTGCCTGTC CT (SEQ ID NO: 316) CCND3 NM_001760.2 GGCCAGCCATGTCT TGCAGGGAGGAG CCCAGCTAGAGT GCATTTCGGTGGCT GAGCTTGACTAG TGGGAAAGGCG AGTCAAGCTCCTCC CCACCGAAATGC CTGCTGGTCAGA TCCCTGCATCTGAC AGACATGG (SEQ (SEQ ID NO: 321) CAGCAGCGCCTTTC ID NO: 320) CCAACTCTAGCTGG GGGTGGGCCAGGC TGA (SEQ ID NO: 319) CCR7 NM_001838.2 TTCCGAAAACCAGG GAAGTCTCCCCA TCAGAGAGTTTG CCTTATCTCCAAGA CTATCTCTGGTCT TTTGACCAGCTG CCAGAGATAGTGG TGGAGATAAGGC ATGTCCGCTTTT GGAGACTTCTTGGC CTGGTTTTCGGAA CCTCACCAAGCC TTGGTGAGGAAAA (SEQ ID NO: 323) AA (SEQ ID NO: GCGGACATCAGCTG 324) GTCAAACAAACTCT CTGA (SEQ ID NO: 322) CD2 NM_001767.2 TGGGTCTCACTACA AAGAAACTCCAG TATTTCACTTTTA AGCAGCCTATCTGC AGTCTCTTAAGCA CTCACAGGATGG TTAAGAGACTCTGG GATAGGCTGCTT TGGGCAAGTGTC AGTTTCTTATGTGC GTAGTGAGACCC CACCAGGGCACA CCTGGTGGACACTT A (SEQ ID NO: 326) T (SEQ ID NO: GCCCACCATCCTGT 327) GAGTAAAAGTGAA ATA (SEQ ID NO: 325) CD200 NM_005944.5 CCCTCGGTCAGGGA CATTTGGGTGAG CTGATTCTTAGG TTGAAAATAGTACA ACAGAGTCACTG GTCTTTGATATG GTGACTCTGTCTCA TACTATTTTCAAT GAGGATGCTGGT CCCAAATGGGACC CCCTGACCGAGG AACAGACGTGGT ACGTCTGTTACCAG G (SEQ ID NO: 329) CC (SEQ ID NO: CATCCTCCATATCA 330) AAGACCCTAAGAA TCAG (SEQ ID NO: 328) CD22 NM_001771.2 TTTTCCAGAAGATG CCCCAAACTGGA TTTGAGGATCAC AGGGGATTCATTAC TCAGCTCTGAGTA ATAGTCCACATT TCAGAGCTGATCCA ATGAATCCCCTCA TTCTTGTGCCTG GTTTGGGGTCGGGG TCTTCTGGAAAA AGGCCGCTCCCC AGCGGCCTCAGGC (SEQ ID NO: 332) GA (SEQ ID NO: ACAAGAAAATGTG 333) GACTATGTGATCCT CAAA (SEQ ID NO: 331) CD247 NM_198053.1 TGGCAGGACAGGA AATGACGCAGCA AGAAAAAAAGC AAAACCCGTCAATG GTATCCTAGTACA AGAGCAGAGAG TACTAGGATACTGC TTGACGGGTTTTT CGTTTTCCATCC TGCGTCATTACAGG CCTGTCCTGCCA ATGGCCTGTGCC GCACAGGCCATGG (SEQ ID NO: 335) CTGT (SEQ ID NO: ATGGAAAACGCTCT 336) CTGCTCTGCTTTTTT TCT (SEQ ID NO: 334) CD274 NM_014143.2 TAGGAGATTAGATC CTGGGATGACCA CAGAATTACCAA CTGAGGAAAACCA ATTCAGCTGTATG GTGAGTCCTTTC TACAGCTGAATTGG GTTTTCCTCAGGA ATTTGGAGGATG TCATCCCAGAACTA TCTAATCTCCTA TGCCAGAGGTAG CCTCTGGCACATCC (SEQ ID NO: 338) TT (SEQ ID NO: TCCAAATGAAAGG 339) ACTCACTTGGTAAT TCTG (SEQ ID NO: 337) CD3D NM_000732.4 TATCTACTGGATGA GAGAGAAACGTG TCACTTGCGAGA GTTCCGCTGGGAGA CTATGTTCCATCT GAAGGGTAGCC TGGAACATAGCAC CCCAGCGGAACT AGTACCAGGCCA GTTTCTCTCTGGCC CATCCAGTAGAT (SEQ ID NO: 342) TGGTACTGGCTACC A (SEQ ID NO: 341) CTTCTCTCGCAAGT GAGCCCCTTCAAGA TAC (SEQ ID NO: 340) CD3E NM_000733.2 AAGTAACAGTCCCA ACTCTCCAGTGA CATTACCATCTT TGAAACAAAGATG GTGCCCGACTGC GCCCCCAAACGC CAGTCGGGCACTCA ATCTTTGTTTCAT CAACTGATAAGA CTGGAGAGTTCTGG GGGACTGTTACTT GGCAGAGGCCC GCCTCTGCCTCTTA (SEQ ID NO: 344) AGA (SEQ ID NO: TCAGTTGGCGTTTG 345) GGGGCAAGATGGT AATGG (SEQ ID NO: 343) CD3G NM_000073.2 AGAGCTTCAGACA GGCTGGTAGAGC ACTGGTTTCCTT AGCAGACTCTGTTG TGGTCATTGGGC GAAGGTGGCTGT CCCAATGACCAGCT AACAGAGTCTG ACTGGTCATCTT CTACCAGCCCCTCA (SEQ ID NO: 347) CTCGATCCTTGA AGGATCGAGAAGA GG (SEQ ID NO: TGACCAGTACAGCC 348) ACCTTCAAGGAAAC CAGT (SEQ ID NO: 346) CD40 NM_001250.4 CCCAGGAAGCCAT ACTATCACAAAC TATTTAGCCAGT ATACACAGATGCCC AATGCTGCAATG CTCCTGCTGATG ATTGCAGCATTGTT GGCATCTGTGTAT GACAGTTAAGCA TGTGATAGTGAACA ATGGCTTCCTGGG GCTTCCAGTTGT ACTGGAAGCTGCTT (SEQ ID NO: 350) TC (SEQ ID NO: AACTGTCCATCAGC 351) AGGAGACTGGCTA AATA (SEQ ID NO: 349) CD44 NM_000610.3 GTGGGCAGAAGAA CTCCACAGCTCCA CTGGCCTCTCCG AAAGCTAGTGATCA TTGCCACTGTTGA TTGAGTCCACTT ACAGTGGCAATGG TCACTAGCTTTTT GGCTTTCTGTC AGCTGTGGAGGAC CTTCTGCCCAC (SEQ ID NO: 354) AGAAAGCCAAGTG (SEQ ID NO: 353) GACTCAACGGAGA GGCCAGCAAGTCTC AGGAAAT (SEQ ID NO: 352) CD47 NM_001777.3 GCCATATTGGTTAT AGTCCAACCACA AAATCAGAAGA TCAGGTGATAGCCT GCGAGGATATAG GGGCCATGCATT ATATCCTCGCTGTG GCTATCACCTGA GGTATACACGCC GTTGGACTGAGTCT ATAACCAATATG GCAATACAGAG CTGTATTGCGGCGT GC (SEQ ID NO: ACTC (SEQ ID NO: GTATACCAATGCAT 356) 357) GGCCCTCTTCTGAT TT (SEQ ID NO: 355) CD5 NM_014207.2 CCAGAAGAAGCAG TGTTTTGGTTCAT GTTCTCAGCATG CGCCAGTGGATTGG TCCCGTTGGGCCA GGATCGGACGGT CCCAACGGGAATG ATCCACTGGCGCT TGCCGTGTGGTT AACCAAAACATGTC GCTTCTTCTGG GCGATGGAAAG TTTCCATCGCAACC (SEQ ID NO: 359) ACA (SEQ ID NO: ACACGGCAACCGTC 360) CGATCCCATGCTGA GAAC (SEQ ID NO: 358) CD58 NM_001779.2 GTGCTTGAGTCTCT CCATTAGTCAATG CTCGATGGCTGT TCCATCTCCCACAC CACAAGTTAGTG TGTAATGCTCTG TAACTTGTGCATTG TGGGAGATGGAA GTATCATGCATT ACTAATGGAAGCAT GAGACTCAAGCA GGACTTCAATGC TGAAGTCCAATGCA C (SEQ ID NO: 362) TT (SEQ ID NO: TGATACCAGAGCAT 363) TACAACAGCCATCG AG (SEQ ID NO: 361) CD6 NM_006725.3 CGCTGGCAGCCAG CAGATTGTGCAA GAAGATTCTATA GGTCCTCTGCTCAG ACTCCGGGAAGC GTGACTGTCTGA CTTCCCGGAGTTTG TGAGCAGAGGAC ACACTTGCAGGG CACAATCTGTCCAC CCTGGCTGC (SEQ ACTTCGGGAGTG TCCCGAAGTCCCTG ID NO: 365) GA (SEQ ID NO: CAAGTGTTCAGACA 366) GTCACTATAGAATC TTC (SEQ ID NO: 364) CD74 NM_001025159.1 TTCAGCCCCCAGCC TCATGGGATGAG TTGGTTTGTCTT CCTCCCCCATCTCC GTACAGGGTGGG GTCCAAGGGTGA CACCCTGTACCTCA AGATGGGGGAG CGAAAGAGCCA TCCCATGAGACCCT (SEQ ID NO: 368) GGCACCAGGGTC GGTGCCTGGCTCTT (SEQ ID NO: 369) TCGTCACCCTTGGA CAAGACAAACCAA GTC (SEQ ID NO: 367) CD79A NM_001783.3 AACGAGAAGCTCG AGGTTTTCATCTT CTCATACATGGA GGTTGGATGCCGGG CATATTCATCCCC GCAGTCGTCCAG GATGAATATGAAG GGCATCCAACCC GTTCAGGCCTTC ATGAAAACCTTTAT GAGCTTCTCGTT ATAA (SEQ ID GAAGGCCTGAACCT (SEQ ID NO: 371) NO: 372) GGACGACTGCTCCA TGTATGAGGACATC TCCC (SEQ ID NO: 370) CD79B NM_000626.2 TACCGGAATCCCAA CGTGGGCTCTGCC TCATGTAGCAGT AGGTAGTGCTTGTT AGATCCGCGAAC GCATTTTCACCG CGCGGATCTGGCAG AAGCACTACCTTT TGAAGCCCCGTT AGCCCACGTTTCAT GGGATTCCG (SEQ TCCTGGCTATGA AGCCAGGAAACGG ID NO: 374) AA (SEQ ID NO: GGCTTCACGGTGAA 375) AATGCACTGCTACA TGA (SEQ ID NO: 373) CD8A NM_001768.5 GCTCAGGGCTCTTT GGGGCCTCGGAA AAGTACTTGTTC CCTCCACACCATTC AGAAAGACCTGA CCTTGCCGTTGG AGGTCTTTCTTTCC ATGGTGTGGAGG AGACTCAAGCAC GAGGCCCCTGTCTC AAAGAGCCCTGA CTCACCCTGAGA AGGGTGAGGTGCTT GC (SEQ ID NO: CA (SEQ ID NO: GAGTCTCCAACGGC 377) 378) AAGGGAACAAGTA CTT (SEQ ID NO: 376) CD8B NM_004931.3 CAGCTGAGTGTGGT TTCTTGGTGGGCT CCTGGGTAACCG TGATTTCCTTCCCA GGGCAGTGGTGG GCACACTCTCTT CCACTGCCCAGCCC GAAGGAAATCAA CTTGAGGGTGGA ACCAAGAAGTCCA CCACACTCAG C (SEQ ID NO: CCCTCAAGAAGAG (SEQ ID NO: 380) 381) AGTGTGCCGGTTAC CCAGGCCAGAGAC CCAGA (SEQ ID NO: 379) CDC20 NM_001255.2 GGAACATCAGAAA CCTCTACATCAAA ACCCTCTGGCGC GCCTGGGCTTTGAA ACCGTTCAGGTTC ATTTTGTGGTTTT CCTGAACGGTTTTG AAAGCCCAGGCT CCACTGAGCCGA ATGTAGAGGAAGC TTCTGATGTTCC AGGATCTTGGCT CAAGATCCTTCGGC (SEQ ID NO: 383) T (SEQ ID NO: TCAGTGGAAAACC 384) ACAAAATGCGCCA GAGGGT (SEQ ID NO: 382) CDC25B NM_021873.2 CACCATACGAGCAC AATAGGAAAGAG TCCTGAGATGGG CTCCAGCCTGAACA TAAGAGCTTCTGT CGTAAAGTCAAA GAAGCTCTTACTCT TCAGGCTGGAGG CAGACCAAGCAC TTCCTATTTCAGTG TGCTCGTATGGTG ACAGGTAACACT TTACCTGTGTGCTT (SEQ ID NO: 386) GA (SEQ ID NO: GGTCTGTTTGACTT 387) TACGCCCATCTCAG GA (SEQ ID NO: 385) CDC25C NM_001790.2 CTCTCTGTGTGACA GGTTAGAATCTTC CACGGTTGGCAG TTACTATCACTCAG CTCCAGCATCTGA CGCACATACCTT ATGCTGGAGGAAG GTGATAGTAATG GGAAAAATCACC ATTCTAACCAGGGG TCACACAGAGAG AATCAGGTGCCC CACCTGATTGGTGA (SEQ ID NO: 389) CT (SEQ ID NO: TTTTTCCAAGGTAT 390) GTGCGCTGCCAACC GTG (SEQ ID NO: 388) CDCA3 NM_031299.4 AAGGAGCCATTCTT TGCTCGTCCTCCA AAGGGAAAGTG GGAACTGGACGAC GTTTTCAGAAGTC CTGATTTTCCTT TTCTGAAAACTGGA GTCCAGTTCCAA GTCATGGTCCTG GGACGAGCATGGG GAATGGCT (SEQ GCCTTGCTCCCA AGCAAGGCCAGGA ID NO: 392) (SEQ ID NO: 393) CCATGACAAGGAA AATCAGCACTTTCC CTTGGT (SEQ ID NO: 391) CDCA5 NM_080668.3 TGCAGTCAGAAAG CTACAGCATGGG GAAAAAGGAAA CCCATCGTCTTAAA CCACGATCCTCTT TCCTAGGGCTCC GAGGATCGTGGCCC TAAGACGATGGG TGCGAGGTGATT ATGCTGTAGAGGTC CTTTCTGAC (SEQ GGACAGCTGGG CCAGCTGTCCAATC ID NO: 395) ACCT (SEQ ID NO: ACCTCGCAGGAGCC 396) CTAGGATTTCCTTT TTC (SEQ ID NO: 394) CDCA8 NM_018101.2 TCCCTGTTTACTGA AGACATGGAAGT CCTACAGTTCCC AGACCAAATACTG TGTCTCCAAACCA TTATCCAAATTT GTTTGGAGACAACT GTATTTGGTCTTC CCACTAACTAGG TCCATGTCTTGCTC AGTAAACAGGGA GAGGTAGAAGA TTCTACCTCCCTAG (SEQ ID NO: 398) GCA (SEQ ID NO: TTAGTGGAAATTTG 399) GATAAGGGAACTG TAGG (SEQ ID NO: 397) CDH11 NM_001797.2 CAGGAAGCCAAAG TTATCGTTGACAT GATCACTCTCAC TCCCAGTGGCCATT CAAGGACCCTAA AGATGAAACCTT AGGGTCCTTGATGT TGGCCACTGGGA CATAAGGGGCA CAACGATAATGCTC CTTTGGCTTCCTG GCAAACTTGGGA CCAAGTTTGCTGCC (SEQ ID NO: 401) GCA (SEQ ID NO: CCTTATGAAGGTTT 402) CATCTGTGAGAGTG ATC (SEQ ID NO: 400) CDK1 NM_001786.2 CACATGAGGTAGTA CCCCAGCAATAC AATATGGTGCCT ACACTCTGGTACAG TTCTGGAGATCTG ATACTCCAAATG ATCTCCAGAAGTAT TACCAGAGTGTT TCAACTGGAGTT TGCTGGGGTCAGCT ACTACCTCATGTG GAGTAACGAGCT CGTTACTCAACTCC (SEQ ID NO: 404) GA (SEQ ID NO: AGTTGACATTTGGA 405) GTATAGGCACCATA TT (SEQ ID NO: 403) CDK14 NM_012395.2 ATTACTCAGTGGAC TGAGAGGCATGT GATTTCCTGTAT GGAGAAGTCTGTTT CTCTGTAACAAA GGGTGGCAAGG TGTTACAGAGACAT ACAGACTTCTCCG ATAGGTACTCAA GCCTCTCAGAAGGT TCCACTGAGTAAT AACCTCCTGACC CAGGAGGTTTTGAG (SEQ ID NO: 407) TTC (SEQ ID NO: TACCTATCCTTGCC 408) ACCCATACAGGAA ATC (SEQ ID NO: 406) CDK4 NM_000075.2 ACTTTTAACCCACA GAGTGCTGCAGA GCAGCCACTCCA CAAGCGAATCTCTG GCTCGAAAGGCA TTGCTCACTCCG CCTTTCGAGCTCTG GAGATTCGCTTGT GATTACCTTCAT CAGCACTCTTATCT GTGGGTTAAAAG CCTTATGTAGAT ACATAAGGATGAA T (SEQ ID NO: 410) AA (SEQ ID NO: GGTAATCCGGAGTG 411) AGCAATGGAGTGG CTGC (SEQ ID NO: 409) CDK5RAP2 NM_001011649.1 AGCAACTGGAGCA CAAGGTCTTCCGC AGTGAAAATGAT GGATGTGCTTTCAT AAATTCTGATATG TCTTCTTCCCGC ATCAGAATTTGCGG AAAGCACATCCT CTCCGAATTTCG AAGACCTTGGAGG GCTCCAGTTGCT CTGATCTGCTCC AGCAGATCAGCGA (SEQ ID NO: 413) TC (SEQ ID NO: AATTCGGAGGCGG 414) GAAGAAGAATCAT TTTCACT (SEQ ID NO: 412) CDK6 NM_001259.5 GGGAAAGAAAAGT GCCTCTGCCCAA CTCCTCTTCCCTC GCAATGATTCTGGA GCGCGTCTCAGTC CTCGAAGCGAAG CTGAGACGCGCTTG CAGAATCATTGC TCCTCAACACAG GGCAGAGGCTATGT ACTTTTCTTTC ACACGATTACAT AATCGTGTCTGTGT (SEQ ID NO: 416) A (SEQ ID NO: TGAGGACTTCGCTT 417) CGAGGAGGGAAGA GGAG (SEQ ID NO: 415) CDKN3 NM_005192.3 TACCGAAAAACCTT AGACAAGATCTC CTCTGGTGATAT AATACACTGCTATG CCAAGTCCTCCAT TGTGTCAGACAG GAGGACTTGGGAG AGCAGTGTATTA GTATAGTAGGAG ATCTTGTCTTGTAG AGGTTTTTCGGTA ACAAGCAGCTAC CTGCTTGTCTCCTA (SEQ ID NO: 419) A (SEQ ID NO: CTATACCTGTCTGA 420) CACAATATCACCAG AGC (SEQ ID NO: 418) CELSR1 NM_014246.1 CCTGGGACCTTAAA CCCCACACCTCTG AGTCTCAGAGAG GCGTTGCAGGTTCC TCCAAATCAGGA TTAGAGAATTGG TGATTTGGACAGAG ACCTGCAACGCTT CAGGAGGTATGT GTGTGGGGCCTTCC TAAGGTCC (SEQ AACGGCCTGGAA AGGCCGTTACATAC ID NO: 422) GG (SEQ ID NO: CTCCTGCCAATTCT 423) CTAACTCTCTGAGA CT (SEQ ID NO: 421) CENPA NM_001042426.1 CACTTTGAGCAGTT GAGGTCTATATG CACTCAGTTACA GCCTGGAAGGCTG ATGGAAATGCCC TGATGCTGCCAC GGCATTTCCATCAT AGCCTTCCAGGC TAATGGTGAGGC ATAGACCTCTGCCC AACTGCTCAAAG TACTCTGAAGGG TTCAGAGTAGCCTC TG (SEQ ID NO: CA (SEQ ID NO: ACCATTAGTGGCAG 425) 426) CATCATGTAACTGA GTG (SEQ ID NO: 424) CENPE NM_001813.2 GCACCAATCATCGA GCAAATATAGTA CTTCTGAACCCA TTCTGCCATACAAG CCATTGTAGCCTT TCATGGTATATG GCTACAATGGTACT GTATGGCAGAAT TTTTTCCTGAAG ATATTTGCCTATGG CGATGATTGGTG CAGTCTGTCCAT ACAGACTGCTTCAG C (SEQ ID NO: 428) AG (SEQ ID NO: GAAAAACATATAC 429) CATGATGGGTTCAG AAG (SEQ ID NO: 427) CENPF NM_016343.3 AGATAATGTGGCCA CATCAAGAAATC ATGCTCAATGCT AGGTGAATGACAG TCTCCTTCCAGCT AGCTTTCTCCGA CTGGAAGGAGAGA GTCATTCACCTTG TCTGATCCTACT TTTCTTGATGTGGA GCCACATTATCT CAGCTCATTTTC AAATGAGCTGAGT (SEQ ID NO: 431) CA (SEQ ID NO: AGGATCAGATCGG 432) AGAAAGCTAGCATT GAGCAT (SEQ ID NO: 430) CENPN NM_018455.3 CTCCCAGACTCCGT TATTGCGCCTCAG TCGGAGGTAGAT ACGCCTTCACGTCC CATGGAGGAGGA TTTCCCAGTAGC TCCTCCATGCTGAG CGTGAAGGCGTA TTCTAACTCCTG GCGCAATACACCGC CGGAG (SEQ ID ACCCAGAAGCG TTCTGGGTCAGGAG NO: 434) GTG (SEQ ID NO: TTAGAAGCTACTGG 435) GAAAATCTACCTCC GA (SEQ ID NO: 433) CENPV NM_181716.2 TTCATTGTTCCAGC ATGTGCTCAGCTC TCTTACAGAAGG TTCTCGCTTCAAGC CCTTCAGGAGCTT TATGCTGGGCTT TCCTGAAGGGAGCT GAAGCGAGAAGC TGTGAGTATTGA GAGCACATAACGA TGGAACAATGAA ACGTGTAAGTCG CTTACACGTTCAAT (SEQ ID NO: 437) TT (SEQ ID NO: ACTCACAAAGCCCA 438) GCATACCTTCTGTA AGA (SEQ ID NO: 436) CEP55 NM_018131.4 CTGCCCGCTCTGAT CCAGGCACGAAG TCCAAAGAAGCG AACAGTCCTTTTCC TGAGCGCCAGGG ATCGAAGAGAC CTGGCGCTCACTTC AAAAGGACTGTT AACGGTCTTGAG GTGCCTGGCACCCG ATCAGAGCGGG GCGCCCAGCCGG GCTGGGCGCCTCAA (SEQ ID NO: 440) GTG (SEQ ID NO: GACCGTTGTCTCTT 441) CGATCGCTTCTTTG GA (SEQ ID NO: 439) CFLAR NM_003879.3 CAAGACCCTTGTGA ACTTCAGCAGAC GCAGCATCTCCT GCTTCCCTAGTCTA ATCCTACTCTTAG TCTCATCTGTAT AGAGTAGGATGTCT ACTAGGGAAGCT CAAGTGCTTCTT GCTGAAGTCATCCA CACAAGGGTCTT CAACCTGATGGA TCAGGTTGAAGAA G (SEQ ID NO: 443) TG (SEQ ID NO: GCACTTGATACAGA 444) TGAGAAGGAGATG CTGC (SEQ ID NO: 442) CGNL1 NM_032866.3 TGAACCATGGAGCT TATTCCTGCTGCA CTTGATTTTTGG GTATTTCGGTGAAT CATGTTGATATTC GTATCATCACTT ATCAACATGTGCAG ACCGAAATACAG GCGAGTCTCAGA CAGGAATATGGGG CTCCATGGTTCA TGGACCCCA TCCATCTGAGACTC (SEQ ID NO: 446) (SEQ ID NO: 447) GCAAGTGATGATAC CCAAAAATCAAGG AGTT (SEQ ID NO: 445) CHD4 NM_001273.2 AGAGGCATCTGTGA TGATCAATTCATA CACGATGAGGCA AATTCCATGTGCTG GGATGTCAGCAG GGCCCAATCAAT CTGACATCCTATGA CACATGGAATTTC AGAGCCCAAAAT ATTGATCACCATTG ACAGATGCCTCT AGCCATGTCAAT ACATGGCTATTTTG (SEQ ID NO: 449) GG (SEQ ID NO: GGCTCTATTGATTG 450) GGCCTGCCTCATCG TG (SEQ ID NO: 448) CHST5 NM_012126.1 TAGGAGGCTGAGG TGCAACCTCCACC CACCCAAGCTAG TGGGAGAATCACTT TTTGGAGTCCAA GGTGCAGTGGCA GGACTCCAAAGGT GTGATTCTCCCAC TGATTTCAGCTT GGAGGTTGCAGTA (SEQ ID NO: 452) AC (SEQ ID NO: AGCTGAAATCATGC 453) CACTGCACCCTAGC TTGGGTGGCAAAGC AAAAC (SEQ ID NO: 451) CIITA NM_000246.3 GCCTGAGCAAGGA ACCGATCACTTCA GGTCTTTTCTGA CATTTTCAAGCACA TCTGGTCCTATGT CTTTTCTGCCCA TAGGACCAGATGA GCTTGAAAATGT ACTTCTGCTGGC AGTGATCGGTGAG CCTTGCTCAGGC ATCTCCATACTC AGTATGGAGATGCC (SEQ ID NO: 455) TC (SEQ ID NO: AGCAGAAGTTGGG 456) CAGAAAAGTCAGA AAAGACC (SEQ ID NO: 454) CKS2 NM_001827.1 AAACTCATCTGATG CTGTTGGACACC AGAATATGTGGT TCTGAAGAGGAGT AAGTCTCCTCCAC TCTGGCTCATGA GGAGGAGACTTGG TCCTCTTCAGACA ATCATGTAATGA TGTCCAACAGAGTC TCAGATGAGTTT ACCCAGCCTAGA TAGGCTGGGTTCAT (SEQ ID NO: 458) CT (SEQ ID NO: TACATGATTCATGA 459) GCCAGAACCACAT ATTCT (SEQ ID NO: 457) CLIP2 NM_003388.4 GTCCCTGTTGGCTT ACGGCTGTTAAT GAAAGAGCTGTA TCGGTAGCTCTCGC AGAACTGCATGC TTTGACCCTGGG ATGCAGTTCTATTA GAGAGCTACCGA TTAGGCCACTAA ACAGCCGTCTAGAA AAGCCAACAGGG AGCATCGCTTCT GCGATGCTTTAGTG AC (SEQ ID NO: AG (SEQ ID NO: GCCTAACCCAGGGT 461) 462) CAAATACAGCTCTT TC (SEQ ID NO: 460) CLMN NM_024734.3 TACTCAAAACTCAG AAGGACAAAACC CGGGCTAATGAT GCATGCAGCTGGAT CCACCTACGGAT CACTAACAATGC CCGTAGGTGGGGTT CCAGCTGCATGC TCCCTATCCAAC TTGTCCTTGTGTGC CTGAGTTTTGAGT CCAGCAAGGCAC CTTGCTGGGTTGGA A (SEQ ID NO: 464) AC (SEQ ID NO: TAGGGAGCATTGTT 465) AGTGATCATTAGCC CG (SEQ ID NO: 463) CPA6 NM_001127445.1 GCAGACGATCACG ATGAATACCACA GCTTCTTTTACA ACTCAAAAGAGCT GTCTATCCAAAC AACCACTGACAA GTTTGGATAGACTG AGCTCTTTTGAGT AAGGCAGGACC TGGTATTCATGCAA CGTGATCGTCTGC AATCCATTCTCT GAGAATGGATTGGT (SEQ ID NO: 467) TGC (SEQ ID NO: CCTGCCTTTTGTCA 468) GTGGTTTGTAAAAG AAGC (SEQ ID NO: 466) CPNE3 NM_003909.2 GACTGCTCTCTGGT TATCAGCATCATA CTGCCACTGAGG CTGTGGGACTGGTC ATCTTGAATGACC AGGTATCTGAGC ATTCAAGATTATGA AGTCCCACAGAC GCCAAAACCAA TGCTGATAAGATGT CAGAGAGCAGTC AAGCTGGAAAC TTCCAGCTTTTGGT (SEQ ID NO: 470) ATCT (SEQ ID NO: TTTGGCGCTCAGAT 471) ACCTCCTCAGTGGC AG (SEQ ID NO: 469) CR2 NM_001006658.1 GGTGTCAAGCAAAT TACACAGGTTGG TGTCCATTGTGG AATATGTGGGGGCC TAGTCGTGTCGGC ATCATAGGAAGT GACACGACTACCA CCCCACATATTAT GCTGGACACTCG ACCTGTGTAAGTGT TTGCTTGACACC AGAGGGAAAAC TTTCCCTCTCGAGT (SEQ ID NO: 473) ACT (SEQ ID NO: GTCCAGCACTTCCT 474) ATGATCCACAATGG ACA (SEQ ID NO: 472) CREB3L2 NM_194071.2 ATGCCTGAGGGGAT AAGATGGGGCAG AGAACTATGGAT CAGGCTTTTCTACT GTTTGCCTGGAGT GTGTGGGGAACC CCAGGCAAACCTGC AGAAAAGCCTGA AGGTTGTGGGAG CCCATCTTGTCGCT TCCCCT (SEQ ID GTCCTAAAAGCG TTTAGGACCTCCCA NO: 476) AC (SEQ ID NO: CAACCTGGTTCCCC 477) ACACATCCATAGTT CT (SEQ ID NO: 475) CREBBP NM_004380.2 CACATTCGAGGCTC CTGACGACCCTA ACGACGGACAG ACAGGTGATTGTCG ACTGTGTGAGCG GGAGGATGGAG CTCACACAGTTAGG ACAATCACCTGT GAGTGGGCCAA GTCGTCAGTTGGTC GAGCCTCGAATG ATGCAGTTTCAG TGAAACTGCATTTG TG (SEQ ID NO: ACCAA (SEQ ID GCCCACTCCTCCAT 479) NO: 480) CCTCCCTGTCCGTC GT (SEQ ID NO: 478) CSF2RA NM_006140.3 AGAAGGAGGGAGA TGGGTTCCTGAGT AGTAATTGCGAG TCCGGTGTCCTTAT CTTGTATGTAATA ACGTTAATCCTG TACATACAAGACTC AGGACACCGGAT ACAGGTTATCCA AGGAACCCATGTG CTCCCTCCTT GGTGACATCCCA GGATGTCACCTGGA (SEQ ID NO: 482) CA (SEQ ID NO: TAACCTGTCAGGAT 483) TAACGTCTCGCAAT TACT (SEQ ID NO: 481) CSTA NM_005213.3 CTTCCCGGACAAAA TTGTCAACCTGGT ACACTTTGGGTA TGAGGACTTGGTAC ATCCAGTAAGTA CATGCTGCTAAA TTACTGGATACCAG CCAAGTCCTCATT AGCCCGTCAGCT GTTGACAAAAACA TTGTCCGGGAAG CGTCATCCTTGT AGGATGACGAGCT (SEQ ID NO: 485) TT (SEQ ID NO: GACGGGCTTTTAGC 486) AGCATGTACCCAAA GTGT (SEQ ID NO: 484) CTGF NM_001901.2 ACCACCCTGCCGGT TTCTTCATGACCT CTCCGGGACAGT GGAGTTCAAGTGCC CGCCGTCAGGGC TGTAATGGCAGG CTGACGGCGAGGTC ACTTGAACTCCAC CACAGGTCTTGA ATGAAGAAGAACA CGG (SEQ ID NO: TGAACATCATGT TGATGTTCATCAAG 488) TC (SEQ ID NO: ACCTGTGCCTGCCA 489) TTACAACTGTCCCG GAG (SEQ ID NO: 487) CTH NM_001902.4 CTCGCCGTCGGCTC AAGGATCAGGCG ACCGAAGATATA TACCTGCGTGCTTT AGAAGGAGCTAA ACCAGTCGAAGC AGCTCCTTCTCGCC AGCACGCAGGTA CGGGTGTCCGGG TGATCCTTCTGTCT GAGCCGACGGCG GTTGGGAGAGAC CTCCCAACCCCGGA AG (SEQ ID NO: AG (SEQ ID NO: CACCCGGCTTCGAC 491) 492) TGGTTATATCTTCG GT (SEQ ID NO: 490) CTHRC1 NM_138455.2 CTGTGGAAGGACTT AGCAACATCCAC CCAGTAGAAGCA TGTGAAGGAATTGG TAATCCAGCACC TCTCCTTTTGGG TGCTGGATTAGTGG AATTCCTTCACAA TAATCTGAACAA ATGTTGCTATCTGG AGTCCTTCCACAG GTGCCAACCCAG GTTGGCACTTGTTC (SEQ ID NO: 494) AT (SEQ ID NO: AGATTACCCAAAA 495) GGAGATGCTTCTAC TGG (SEQ ID NO: 493) CTLA4 NM_005214.3 AGTCTGTGCGGCAA CATCTAGGAAGG GATAGTGAGGTT CCTACATGATGGGG TCAACTCATTCCC CACTTGATTTCC AATGAGTTGACCTT CATCATGTAGGTT ACTGGAGGTGCC CCTAGATGATTCCA GCCGC (SEQ ID CGTGCAGATGGA TCTGCACGGGCACC NO: 497) AT (SEQ ID NO: TCCAGTGGAAATCA 498) AGTGAACCTCACTA TC (SEQ ID NO: 496) CTNNA2 NM_004389.2 GAACCATGATTTTG CCTCTAATATTCC CTACACCTATGT CTAGAAATAGAAG ACCACTGGGCCTT ATTTGCCTCTAA GCCCAGTGGTGGA CTATTTCTAGCAA CTTTCACACGTT ATATTAGAGGGAA AATCATGGTTC GTCAGTTTCCTT GGAAACTGACAAC (SEQ ID NO: 500) C (SEQ ID NO: GTGTGAAAGTTAGA 501) GGCAAATACATAG GTGTAGC (SEQ ID NO: 499) CTPS NM_001905.2 CACCTTGTTTCTCA GGCAACGCGCTA GTCCATGTGGCA ACTACCTCGCATCA GCATCTGCAATG CACTTTATAACG TTGCAGATGCTAGC ATGCGAGGTAGT GTCTAGGTATCC GCGTTGCCTGTCGC TGAGAAACAAGG AAGGGAAAGCG TTTCCCTTGGATAC TG (SEQ ID NO: ACA (SEQ ID NO: CTAGACCGTTATAA 503) 504) AGTGTGCCACATGG AC (SEQ ID NO: 502) CTSH NM_148979.2 ACCCTGTGAGCTTT TCTATACATCATG TTTACTTTATCTG GCCTTTGAGGTGAC AAGTCCTGAGTC GAGTTTTATGGC TCAGGACTTCATGA ACCTCAAAGGCA AGGAAGTACTGG TGTATAGAACGGGC AAGCTCACAGGG AGTAGATGCCCG ATCTACTCCAGTAC T (SEQ ID NO: 506) T (SEQ ID NO: TTCCTGCCATAAAA 507) CTCCAGATAAAGTA AA (SEQ ID NO: 505) CTSK NM_000396.2 TCTCATTCCCGCAG CTACCTTCCCATT TGACAGGAGTAA TAATGACACCCTTT CTGGGATATAAA CATATCCTTTCTT ATATCCCAGAATGG GGGTGTCATTACT TCGATAGTCGAC GAAGGTAGAGCCC GCGGGAATGAGA AGAGTCTGGGGC CAGACTCTGTCGAC (SEQ ID NO: 509) T (SEQ ID NO: TATCGAAAGAAAG 510) GATATGTTACTCCT GTCA (SEQ ID NO: 508) CXCL10 NM_001565.1 GCAGAGGAACCTC AATCAGAATCGC GAGAGAGGTACT CAGTCTCAGCACCA AGTTTGATTCATG CCTTGAATGCCA TGAATCAAACTGCG GTGCTGAGACTG CTTAGAGTCAGA ATTCTGATTTGCTG GAGGTTCCTCTGC AAGATAAGGCA CCTTATCTTTCTGA (SEQ ID NO: 512) GCA (SEQ ID NO: CTCTAAGTGGCATT 513) CAAGGAGTACCTCT CTC (SEQ ID NO: 511) CXCL12 NM_199168.2 GGGCCTGAGGTTTG ATACCGTATGCTA GTTCCAACGTGC CCAGCATTTAGACC TAAATGCAGGGT ACAGGTACAGG CTGCATTTATAGCA CTAAATGCTGGC GCATGGATGAAT TACGGTATGATATT AAACCTCAGGCC ATAAGCTGCAAT GCAGCTTATATTCA C (SEQ ID NO: 515) ATC (SEQ ID NO: TCCATGCCCTGTAC 516) CTGTGCACGTTGGA AC (SEQ ID NO: 514) CXCL9 NM_002416.1 CACCATCTCCCATG TCCTCTAGCGCTT GCTAACTGGGCA AAGAAAGGGAACG AGTACTTCACCGT CCAATCATGCTT GTGAAGTACTAAGC TCCCTTTCTTCAT CCACTAACCGAC GCTAGAGGAAGCA GGGAGATGGTG TTGGCTGCT (SEQ GCCAAGTCGGTTAG (SEQ ID NO: 518) ID NO: 519) TGGAAGCATGATTG GTGCCCAGTTAGCC TCTG (SEQ ID NO: 517) CYB5R2 NM_016229.3 CCATGTCTTAGGGC TTTTTGCCAAGAG ATCATCACTGGA TTCCTGTAGGTAAC CTGGACATAGTT GACAGGGGTGTA TATGTCCAGCTCTT ACCTACAGGAAG AGCCCTGACCAC GGCAAAAATCGAT CCCTAAGACATG CAATTCATTATC AATGAATTGGTGGT G (SEQ ID NO: 521) GA (SEQ ID NO: CAGGGCTTACACCC 522) CTGTCTCCAGTGAT GAT (SEQ ID NO: 520) CYP27A1 NM_000784.3 TTTGCTACATCCTG GATGGATCGCTG TTCTGGAACATT TTCGAGAAACGCAT CAGGCAGCCAAT AACCCGATGGAT TGGCTGCCTGCAGC GCGTTTCTCGAAC CTGACGAAGGTC GATCCATCCCCGAG AGGATGTAGCAA ACGGTGTCCTCG GACACCGTGACCTT A (SEQ ID NO: 524) GG (SEQ ID NO: CGTCAGATCCATCG 525) GGTTAATGTTCCAG AA (SEQ ID NO: 523) CYP2J2 NM_000775.2 GAAAAATGGATTG TTCTTTGCTCCTT TAAGCTCTTCTT ATTATGTCAAGTGG CCATGCCTGGCC TCCTAAACCAAA CCAGGCATGGAAG ACTTGACATAATC GTTCCTTAGTGC GAGCAAAGAAGGT AATCCAT (SEQ ID TGTCAGAGTGAA TCACTCTGACAGCA NO: 527) CC (SEQ ID NO: CTAAGGAACTTTGG 528) TTTAGGAAAGAAG AGCTTA (SEQ ID NO: 526) CYSLTR1 NM_006639.2 AAAGAAGCTTGCCT TAAAAGCACAGT ATTAATCCTTGT ATAGAGCAGGCAC CCATTCACAGAG TGGCGAGCTGCA TCTGTGAATGGACT TGCCTGCTCTATA CAGTATCTTGAT GTGCTTTTACGACC GGCAAGCTTCTTT ACCCTGTAGGGT CTACAGGGTATCAA (SEQ ID NO: 530) CG (SEQ ID NO: GATACTGTGCAGCT 531) CGCCAACAAGGATT AAT (SEQ ID NO: 529) DAZAP2 NM_014764.3 ATGCCATTACTTCT GGCACCCTCCACT TTTGGGTTAGGT GCTTTCGTATCTCC TTTGCCTGAGGA TCGTGTATGCAG TCAGGCAAAAGTG GATACGAAAGCA AGACAACCTATG GAGGGTGCCTTATG GAAGTAATGGCA AGGAGGGCCCAT GGCCCTCCTCATAG T (SEQ ID NO: 533) AA (SEQ ID NO: GTTGTCTCTGCATA 534) CACGAACCTAACCC AAA (SEQ ID NO: 532) DCBLD1 NM_173674.1 CTCTTGTTGAACAC TGGGATCCACTCT CTGGATGGTCGC AAGTGAAGTAACC CAAAGCGGACGG TGCTCGCATAGG GTCCGCTTTGAGAG TTACTTCACTTGT TCAGCAAAAAAC TGGATCCCACATTT GTTCAACAAGAG CCCGGCCAGAAA CTGGCCGGGGTTTT (SEQ ID NO: 536) TG (SEQ ID NO: TTGCTGACCTATGC 537) GAGCAGCGACCAT CCAG (SEQ ID NO: 535) DCLK3 NM_033403.1 GAAAAAGCCATGT GGTCATCTCTGAG CTTGTTCTCTTCT ATGTCTGGAGGCAG AGTCATCCTTCTG GGCCTCGTCTTG AAGGATGACTCTCA CCTCCAGACATA GGCTCCTTTTCT GAGATGACCAACCT CATGGCTTTTTC AGCTTTGCAGGT GCAAAGCTAGAAA (SEQ ID NO: 539) T (SEQ ID NO: AGGAGCCCAAGAC 540) GAGGCCAGAAGAG AACAAG (SEQ ID NO: 538) DCTD NM_001012732.1 GATCCGGCAGCCTC ATTTATTTGTCCT TGTTCAGATCAG TCTTCACTGCTACA TCCAGCACATGT TGTGTCTGCTCG TGTGCTGGAAGGAC AGCAGTGAAGAG TCCCCATTAAGA AAATAAATAATTGT AGGCTGCCGGAT ACACAACCACAA GGTTGTGTTCTTAA C (SEQ ID NO: 542) TT (SEQ ID NO: TGGGGACGAGCAG 543) ACACACTGATCTGA ACA (SEQ ID NO: 541) DDAH2 NM_013974.1 CGACAGGAGTGGG AGTTTTCTTGTTT CATCCACACAGA GGTGGCCGCTGGA CTTCACCTGTCTC CTCCCCCTCCAA GACAGGTGAAGAA CAGCGGCCACCC CCGCTCGGATTT ACAAGAAAACTAA C (SEQ ID NO: 545) CTT (SEQ ID NO: GAAATCCGAGCGG 546) TTGGAGGGGGAGT CTGTGTGGATGGGA TGGGGACG (SEQ ID NO: 544) DENND4A NM_005848.3 TGATTTTCCCTTTCC CAGTGGGCAGAG TCAATCCCTACT ACTGGCCATGCCCG AGGAACATACGG ATGAATGGACAT TATGTTCCTCTCTG GCATGGCCAGTG GGTGCACTCAAG CCCACTGGCTTTAG GAAAGGGAAAAT ACATCTGCTAAA CAGATGTCTTGAGT CA (SEQ ID NO: GC (SEQ ID NO: GCACCATGTCCATT 548) 549) CATAGTAGGGATTG A (SEQ ID NO: 547) DLC1 NM_182643.1 TGACCCACTGGATG TGCTGTGTTACGA TCTTTTTCCATAC GGACAGCCTTTTAA TCATCAGAATTA TTGCCTGCAAGC TTCTGATGATCGTA AAAGGCTGTCCC TGTCAGCTACTA ACACAGCATGTCAT ATCCAGTGGGTC GTCCATGATGAC CATGGACTAGTAGC A (SEQ ID NO: 551) A (SEQ ID NO: TGACAGCTTGCAGG 552) CAAGTATGGAAAA AGA (SEQ ID NO: 550) DLEU1 XR_001515.1 CATCGTGGTGCACG GCAAGAGGACTG TTCACTTCACCT GCTCTCCCTTTGCT CAACCGAAGAAG CCGCGGCTTTGC TCTTCGGTTGCAGT CAAAGGGAGAGC AAAAGCGCTACA CCTCTTGCTTCTTG CGTGCACCACGA CGCACGCGCAAG CGCGTGCGTGTAGC TG (SEQ ID NO: AA (SEQ ID NO: GCTTTTGCAAAGCC 554) 555) GCGGAGGTGAAGT GAA (SEQ ID NO: 553) DLGAP5 NM_014750.3 CCTGCTTCGGAGTC AAAAGTAAAGAA GTGATGAAGACA GGCGGTGGTCGTCC CACTCGGTCTGG TCCTGAGCCACC AGACCGAGTGTTCT ACGACCACCGCC TTCTAGCGTGAA TTACTTTTTGTTTGG GACTCCGAAGCA ACCTCAACCAAA TTGAGGTTTCACGC GG (SEQ ID NO: CA (SEQ ID NO: TAGAAGGTGGCTCA 557) 558) GGATGTCTTCATCA C (SEQ ID NO: 556) DNAJA1 NM_001539.2 CATCATCCCAGAGG TCACTGGCCCATT GTCCTTCACTCA TGGTGTTCAGTGTC AAGAGGTCTGAC TTCACTACTGCA AGACCTCTTAATGG ACTGAACACCAC CATTAAATGCCA GCCAGTGAATAAC CTCTGGGATGAT GCAGTGAGTGTT ACTCACTGCTGGCA G (SEQ ID NO: 560) AT (SEQ ID NO: TTTAATGTGCAGTA 561) GTGAATGAGTGAA GGAC (SEQ ID NO: 559) DNAJB12 NM_017626.4 TTTCTTCCATGTTTT ACCAGGGTACCT TGCGACTCTCCT AGAAAATGAGGCC TCCCCAAACAGG TATGCTGTCAGC TGTTTGGGGAAGGT CCTCATTTTCTAA TACAGCTAATGT ACCCTGGTGATGTT AACATGGAAGAA CTAGCAAAAACA TTTGCTAGACATTA A (SEQ ID NO: 563) TC (SEQ ID NO: GCTGTAGCTGACAG 564) CATAAGGAGAGTC GCA (SEQ ID NO: 562) DNAJB9 NM_012328.1 GCCCGGATGCTGAA TGTTTCATATGCT GCACTGTGTCCA GCAAAATTCAGAG TCTGCAATCTCTC AGTGTATCATAC AGATTGCAGAAGC TGAATTTTGCTTC TCTTTTCGTCTAT ATATGAAACACTCT AGCATCCGGGC TAGCATCTGAGA CAGATGCTAATAGA (SEQ ID NO: 566) G (SEQ ID NO: CGAAAAGAGTATG 567) ATACACTTGGACAC AGTGC (SEQ ID NO: 565) DNAJC10 NM_018981.1 AGGAGATTGTTTGA CCAACATGCCAC AAGGTTATCCTG CTTCACAGACACGA TAAGCCTGAGTC GGTGGCACAGTC CTCAGGCTTAGTGG GTGTCTGTGAAGT CATCCATCCTAC CATGTTGGATGGTC CAAACAATCTCCT ATTAACAAGACC TTGTTAATGTAGGA (SEQ ID NO: 569) AT (SEQ ID NO: TGGATGGACTGTGC 570) CACCCAGGATAACC TT (SEQ ID NO: 568) DNMT3A NM_175630.1 TGGCAACAGCGGG CATTATCCCAGTC GCAGAAAACTA CTTTCATAACGCCA TAGCAATCGTTG AGGCCCACAACC ACGATTGCTAGACT GCGTTATGAAAG AGCCACAGAAG GGGATAATGGCGG CCCGCTGTTG GCGATGGAGGG TCCCTCCATCGCCT (SEQ ID NO: 572) ACCGC (SEQ ID TCTGTGGCTGGTTG NO: 573) TGGGCCTTAGTTTT CTGC (SEQ ID NO: 571) DOCK10 NM_014689.1 CTGAGCTTAATCAG CAGTCTGATCATG ATTGGCCCAGCA CTTTGCACAATGGA TCCACTTCTTCCA TTAACCTTCACG AGAAGTGGACATG TTGTGCAAAGCT CTGACACTTCCT ATCAGACTGCAGCT GATTAAGCTCAG CGCAGTTTGAGC CAAACTGCGAGGA (SEQ ID NO: 575) TG (SEQ ID NO: AGTGTCAGCGTGAA 576) GGTTAATGCTGGGC CAAT (SEQ ID NO: 574) DPY19L1 NM_015283.1 TTGTGGATTGTCCT GGGCACCAGAAA CTTGGGCTCTGG TCAGACCTTAGTCC CCATGCCTGAGG TAAGAAGGTAG TCAGGCATGGTTTC ACTAAGGTCTGA AAAGGGAACAG TGGTGCCCACTCCT AGGACAATCCAC CGGCTTCCAGGA GGAAGCCGCTGTTC AA (SEQ ID NO: GT (SEQ ID NO: CCTTTCTACCTTCTT 578) 579) ACCAGAGCCCAAG GG (SEQ ID NO: 577) DPYSL3 NM_001387.2 CCCTGGGCAGCCAG CACACCAGTTTTC CAGGAGATTACT CATTCATTGTAAGT AAAGAGGGAACT GTCTGTCCATAC TCCCTCTTTGAAAA TACAATGAATGC CCACCAGACACA CTGGTGTGTGGGTG TGGCTGCCCAGG GAACTGAACACC TTCAGTTCTGTGTC G (SEQ ID NO: 581) CA (SEQ ID NO: TGGTGGGTATGGAC 582) AGACAGTAATCTCC TG (SEQ ID NO: 580) DRAM1 NM_018370.2 GTCTTTAGTGCTTG TGGCGACAATGC CAAAAGAGCGC GATTGGTGGGATGT CCATTCCGAAAC CCCCGTCATGAA TTCGGAATGGGCAT ATCCCACCAATCC CCACTGGCACAG TGTCGCCAATTTTC AAGCACTAAAGA CTAACTCCTGAA AGGAGTTAGCTGTG C (SEQ ID NO: 584) AAT (SEQ ID NO: CCAGTGGTTCATGA 585) CGGGGGCGCTCTTT TG (SEQ ID NO: 583) DTX1 NM_004416.2 TCTTCATCTCTCTG GGCCTGGAGATG GGTAGGGAGGA GACTCTGATCTCCT GGAAGGGAGAAG TGGGAGAACAG TCTCCCTTCCCATC GAGATCAGAGTC CGCCTTTATCTG TCCAGGCCTTCTGT CAGAGAGATGAA GGACAGACAGA CTGTCCCAGATAAA GA (SEQ ID NO: A (SEQ ID NO: GGCGCTGTTCTCCC 587) 588) ATCCTCCCTACCCC AT (SEQ ID NO: 586) E2F2 NM_004091.2 TCAGGGACCCTGTG CCTCAGAGCAGC TGACTTCAGAGA TAGGATCTCGTTTG CCACTCACCACA TGGCACATGGCT TGGTGAGTGGGCTG AACGAGATCCTA AAATGGCAGCCC CTCTGAGGTCTCCA CACAG (SEQ ID AGTGGAGA (SEQ CTGGGCTGCCATTT NO: 590) ID NO: 591) AGCCATGTGCCATC TCTGAAGTCAGAGG TG (SEQ ID NO: 589) E2F8 NM_024680.2 CTCGTGCGCTTAGT AAGTTTTAATATC AGTTCCTCCCCA CCGGAGCCCTGATC CTGTTCGCAGATC AATCCCGATGGT TGCGAACAGGATAT AGGGCTCCGGAC TCAAGTAGTCCA TAAAACTTTTAGTA TAAGCGCACGAG ATCAATTGTACT CAATTGATTGGACT (SEQ ID NO: 593) AA (SEQ ID NO: ACTTGAACCATCGG 594) GATTTGGGGAGGA ACT (SEQ ID NO: 592) EEPD1 NM_030636.2 TGCTTTTTGCAACC CAGCTCACTTAA CAAGCCCGATTA AAAGCTGTGGACA GGAGGCTTTTCTG CGAACACAAAG GAAAAGCCTCCTTA TCCACAGCTTTGG GTCATCTGATTG AGTGAGCTGAGGG TTGCAAAAAGCA GATTTCCTGTCC GACAGGAAATCCA (SEQ ID NO: 596) CCT (SEQ ID NO: ATCAGATGACCTTT 597) GTGTTCGTAATCGG GCTTG (SEQ ID NO: 595) EFEMP2 NM_016938.3 GTCTACCCCGGTGC TGCGAGTTTCCAG GGACCAGCATGG CTACAATGCCTTTC CACGGATCTGAA CGCTGACGTTGT AGATCCGTGCTGGA AGGCATTGTAGG TGATTTGCCTAA AACTCGCAGGGGG CACCGGGGTAGA TGTAAAAGTCCC ACTTTTACATTAGG C (SEQ ID NO: 599) CC (SEQ ID NO: CAAATCAACAACGT 600) CAGCGCCATGCTGG TCC (SEQ ID NO: 598) EGFL7 NM_016215.3 GCAGGGCCTTCCTC TCTGGGGAGCCT GATTCACAGAGA CTCTTCCTCCTCCC CCCGAGGAAGGG AGATCCCAGCCC CTTCCTCGGGAGGC GAGGAGGAAGAG ATCCCATGCCAG TCCCCAGACCCTGG GA (SEQ ID NO: GG (SEQ ID NO: CATGGGATGGGCTG 602) 603) GGATCTTCTCTGTG AATCCACCCCTGGC TA (SEQ ID NO: 601) EHD2 NM_014601.2 GACGACGAGGCCG TCGTCGTATTTGG GCTTGCCGTCGG AGTGGGTGGTGACC ACTTGTCCTTGGT CAGGCGCCAGGT AAGGACAAGTCCA CACCACCCACTC TGTAGAAGATC AATACGACGAGAT GGC (SEQ ID NO: (SEQ ID NO: 606) CTTCTACAACCTGG 605) CGCCTGCCGACGGC AAGCTGAGCGGCTC CAAGG (SEQ ID NO: 604) EIF5AL1 NM_001099692.1 AGGGCCAGAAGCT AGTGTGGAAATG CAATAGCCATAG GTTCTTTCCCTTAA AGTTTGCCCTTTT ACAGGAAGGTAT AAGGGCAAACTCA AAGGGAAAGAAC GCTATCTGTCAG TTTCCACACTATGG AGCTTCTGGCCCT AGTCCCCAT GGACTCTGACAGAT (SEQ ID NO: 608) (SEQ ID NO: 609) AGCATACCTTCCTG TCTATGGCTATTGG ACCT (SEQ ID NO: 607) ELL2 NM_012081.5 AATCCCGCAACCGA TACATATGGTCCA ACTGTATCTGAA AGCACAAAAGTTAT CCGGGTTTGATA ACAGCTTGAGGT CAAACCCGGTGGA ACTTTTGTGCTTC GCTTTCCGAATT CCATATGTAGGGAA GGTTGCGGGATT TGCACTCTTTTC AAGAGTGCAAATTC (SEQ ID NO: 611) CC (SEQ ID NO: GGAAAGCACCTCA 612) AGCTGTTTCAGATA CAGT (SEQ ID NO: 610) EML1 NM_004434.2 CCGGAGACTACGA GACTTGCTTACAG GTGCAGGTATAG AATCCTCTACTGGG GCAGAGGGAACC GTAGCCCATTCA TTCCCTCTGCCTGT CAGTAGAGGATT ATGTCTCTTGTA AAGCAAGTCGTAA TCGTAGTCTCCGG GTTTCCACACTT GTGTGGAAACTACA (SEQ ID NO: 614) AC (SEQ ID NO: AGAGACATTGAAT 615) GGGCTACCTATACC TGCAC (SEQ ID NO: 613) EMR1 NM_001974.3 TTCAAAGACCACCA ATCTTCAGCTTGA AGCCGTCTTTCT GGCTCCCTTGACCA TCTCAGAGGTGG TCTCTCCAGTCA CCTCTGAGATCAAG TCAAGGGAGCCT TTATGCCCCCAA CTGAAGATGAATTC G (SEQ ID NO: 617) CGACTCGAGAAT TCGAGTCGTTGGGG TC (SEQ ID NO: GCATAATGACTGGA 618) GAGAAGAAAGACG GCT (SEQ ID NO: 616) ENO1 NM_001428.2 TTCTCGCCTCACTT GACACGAGGCTC ATTTTGAGCACA TCCACCAAGTGTCT ACATGACTCTAG AAACCACCGGG AGAGTCATGTGAGC ACACTTGGTGGA GATCTAGCCTGT CTCGTGTCATCTCC AAGTGAGGCGAG GGCCACCCCGGA GGGGTGGCCACAG AA (SEQ ID NO: GAT (SEQ ID NO: GCTAGATCCCCGGT 620) 621) GGTTTTGTGCTCAA AAT (SEQ ID NO: 619) ENPP3 NM_005021.2 CTTTTTATGAGCCA ACAAACAGAAAA TGAGGGCAGAA TCCCATGCAGAGGA CTTTGACACCTCC ACAGTCAAGAG GGTGTCAAAGTTTT TCTGCATGGGAT ACTCTGTGGGCA CTGTTTGTGGCTTT GGCTCATAAAAA ATGGATTAGCAA GCTAATCCATTGCC G (SEQ ID NO: 623) AGCC (SEQ ID CACAGAGTCTCTTG NO: 624) ACTGTTTCTGCCCT CA (SEQ ID NO: 622) ENTPD1 NM_001776.4 TTCGAGTAACTTTA GACAGATTGACT CCCCGTTTCGGA GGAAAATGAGCTG GAGGAGTCCAGC AGGAACCTCAAA CTGGACTCCTCAGT AGCTCATTTTCCT CCCTGTCTTTTTC CAATCTGTCCTTTC AAAGTTACTCGA ATTGACTAGAAA TAGTCAATGAAAA A (SEQ ID NO: 626) G (SEQ ID NO: AGACAGGGTTTGA 627) GGTTCCTTCCGAAA CGGGG (SEQ ID NO: 625) EP300 NM_001429.2 CCAGCCAGGCCCA CATGCTATTTATC CCCATGTTGGGA ACAGAGCAGTCCTG AAACCTAATCCA GAAGTCAAGCCT GATTAGGTTTGATA GGACTGCTCTGTT GCCTGTGTCATT AATAGCATGGTCAA GGGCCTGGCTGG GGGCTTTTGAC AAGCCCAATGACA (SEQ ID NO: 629) (SEQ ID NO: 630) CAGGCAGGCTTGAC TTCTCCCAACATGG GGAT (SEQ ID NO: 628) EPHB1 NM_004441.3 GCAGCGGCCGGGG ACGATAGAGATG GCTTATCGCTGT TCGTGTTCGTTGTG GCCACCAAGGAC ACACAGCCTCTT TCCTTGGTGGCCAT ACAACGAACACG TGCTATAAGCCC CTCTATCGTCTGTA ACCCCGGCCGCT GTTTCCTGCTAC GCAGGAAACGGGC G (SEQ ID NO: 632) AG (SEQ ID NO: TTATAGCAAAGAG 633) GCTGTGTACAGCGA TAAGC (SEQ ID NO: 631) EPSTI1 NM_001002264.1 AGAGAAGCATTTA CTCAAGAACTCA AAACAGCACTTT GAGAGCATCAGCA GCGGTTTTGTATT GACAGGCACTTC ATACAAAACCGCTG GCTGATGCTCTCT TGTCTGGCGATT AGTTCTTGAGCAAA AAATGCTTCTCT CTGTGTTCAGTT CTGAACACAGAATC (SEQ ID NO: 635) TG (SEQ ID NO: GCCAGACAGAAGT 636) GCCTGTCAAAGTGC TGTTT (SEQ ID NO: 634) ERBB2IP NM_018695.2 CACAGAGACCCCTT TGCATTTGGACCA GTTCTCTCTGGT TCTGCACGAACATA TCTATGCTGTATG ATTTCATTAATA CAGCATAGATGGTC TTCGTGCAGAAA GAGGGTCGAGC CAAATGCATCAAG GGGGTCTCTGTG ACTCTGAGGTCT ACCTCAGAGTGCTC (SEQ ID NO: 638) TGA (SEQ ID NO: GACCCTCTATTAAT 639) GAAATACCAGAGA GAAC (SEQ ID NO: 637) ERG NM_182918.3 GACCTCATCATTAT TCTCTTACCTGAC CCTACCCAAAAT GTGGGGGCTTTGTT CCTGTGGAGAAC GCCTGCGTGATT CTCCACAGGGTCAG AAAGCCCCCACA TCTGATTGTGGC GTAAGAGATGGCCT TAATGATGAGGT AGCCAAGAAGG TCTTGGCTGCCACA C (SEQ ID NO: 641) CCA (SEQ ID NO: ATCAGAAATCACGC 642) AGGCATTTTGGGTA GG (SEQ ID NO: 640) ERN2 NM_033266.2 ATCGAAGGACCAA GCTGGGTCAGAG TCATTAATCCCT TGTACGTCACAGAA AGAAAGGCCATT GTTGTTTTTGGG ATGGCCTTTCTCTC TCTGTGACGTACA TCCCCAAGATGT TGACCCAGCAGATG TTGGTCCTTCGAT ACAGGCTGCCAT GCAGCCTGTACATC (SEQ ID NO: 644) CT (SEQ ID NO: TTGGGGACCCAAA 645) AACAACAGGGATT AATGA (SEQ ID NO: 643) ERP29 NM_001034025.1 TAACCTGCTGGCTG TTTCCCACTACCC CAGGCATACTCA TGAGTCCCTTGTGG CCTTATATTCCAC GGGCTCAGAATC AATATAAGGGGGT AAGGGACTCACA GTGGGTTAGTAC AGTGGGAAAAGTG GC (SEQ ID NO: CACT (SEQ ID NO: GTACTAACCCACGA 647) 648) TTCTGAGCCCTGAG TATGCCTGGACATT GATG (SEQ ID NO: 646) ERP44 NM_015051.1 TGAGGAAGTATTAC GGGCTAGAGCCT CTTGTCCTCAGT TTAGCATTCATGCA AAGCCCAATATG GACTTCACAGTC TATTGGGCTTAGGC CATGAATGCTAA CAGAGAAGACA TCTAGCCCTGCCAC GTAATACTTCCTC ATGATAGTGGCA TATCATTGTCTTCT A (SEQ ID NO: 650) (SEQ ID NO: 651) CTGGACTGTGAAGT CACTGAGGACAAG GAA (SEQ ID NO: 649) ESPL1 NM_012291.4 CAGGGACTTCACCT CAGCCTTGGGCA ATTTACAACTGT CTACACTGTGGTGG AAGTCATAAACC CCACTAGTTGGG TTTATGACTTTGCC ACCACAGTGTAG TCAGGTCAGCCA CAAGGCTGTCAGAT AGGTGAAGTCC AATCAACTATCT AGTTGATTTGGCTG (SEQ ID NO: 653) GA (SEQ ID NO: ACCTGACCCAACTA 654) GTGGACAGTTGTAA AT (SEQ ID NO: 652) ETV6 NM_001987.4 GTATGAATATGAAA GCTCTAATCCTAG ACAGTAAGAGA TCAGAGACCAGGG CAACATCATGCC CTGAGTTCTTGC CATGATGTTGCTAG CTGGTCTCTGATT ACTTGGGTGAAG GATTAGAGCCTCTC TCATATTCATAC AGGCCAGACTGA AGTCTGGCCTCTTC (SEQ ID NO: 656) GAG (SEQ ID NO: ACCCAAGTGCAAG 657) AACTCAGTCTCTTA CTGT (SEQ ID NO: 655) EXO1 NM_003686.3 GCCAGAGCCAGTG TTTCTCTTCTGGA GCTCATTGAGTT GGCTGAGCAAGAA TGCTTGCCGGCTT TGATCTGTAACC GCCGGCAAGCATCC CTTGCTCAGCCCA CCGGCTTGTTCT AGAAGAGAAAGCA CTG (SEQ ID NO: CGGCATTATGAT TCATAATGCCGAGA 659) GC (SEQ ID NO: ACAAGCCGGGGTT 660) ACAGATCAAACTCA ATGAGC (SEQ ID NO: 658) FABP4 NM_001442.2 GGTGGAATGCGTCA CTCTCTCATAAAC TAGAGTTCAATG TGAAAGGCGTCACT TCTCGTGGAAGT CGAACTTCAGTC TCCACGAGAGTTTA GACGCCTTTCATG CAGGTCAACGTC TGAGAGAGCATAA ACGCATTCCACC CCTTGGCTTATG GCCAAGGGACGTT (SEQ ID NO: 662) (SEQ ID NO: 663) GACCTGGACTGAA GTTCGCATTGAACT CTACA (SEQ ID NO: 661) FAM108C1 NM_021214.1 TCTGACATTCATGC AATACCGAGAAC CAAATGGATTGA AGGACTTGCCCTGT ATTGGTGGCAAC ACCCATGTATCC TGCCACCAATGTTC AGGGCAAGTCCT AGTGGCAGAAA TCGGTATTTCACAT GCATGAATGTCA GAGAGCTGCATG GCAGCTCTCTTTCT GA (SEQ ID NO: TGA (SEQ ID NO: GCCACTGGATACAT 665) 666) GGGTTCAATCCATT TG (SEQ ID NO: 664) FAM159A NM_001042693.1 ACAGCTACATGTGG TACGGACAGGCC TAGCAGAGCACA TGGCTCAGCATTGG TATGAGAGCGCC CAGGCGGTAACA CGCTCTCATAGGCC AATGCTGAGCCA ATGAAGGCGAG TGTCCGTAGCAGCA CCAC (SEQ ID NO: AAGAACCACTGC GTGGTTCTTCTCGC 668) TGC (SEQ ID NO: CTTCATTGTTACCG 669) CCTGTGTGCTCTGC TA (SEQ ID NO: 667) FAM171B NM_177454.3 CTTTTCTCCACACC GGCAAAGTAGCT CTCGATTTACTG GGAACAATTACATA GACTTAGCAGTA GTTCCATCAATT CTGCTAAGTCAGCT TGTAATTGTTCCG GGCCATAGACTA ACTTTGCCAAGAAA GTGTGGAGAAAA ACTGTCCCTTTC GGGACAGTTAGTCT G (SEQ ID NO: 671) TT (SEQ ID NO: ATGGCCAATTGATG 672) GAACCAGTAAATC GAG (SEQ ID NO: 670) FAM189A1 NM_015307.1 CAGTGAACTCTCTG ACTGCTCAGTTCA TCTTTAGGTGAC GTTTTATCTGGCGT AGGTGCTGCACG GTAAGTGTCGCC GCAGCACCTTGAAC CCAGATAAAACC TGTTGCTGTATT TGAGCAGTGTTGCA AGAGAGTTCACT CACATTTGTGCA CAAATGTGAATACA G (SEQ ID NO: 674) AC (SEQ ID NO: GCAACAGGCGACA 675) CTTACGTCACCTAA AGA (SEQ ID NO: 673) FAM46C NM_017709.3 TTGGAATGGGTCTA ATACGGGTCCTTT AGATGTGGATAG CAGTGTATCATGAG GAGGGTTGGCTC GTCATGCTTCCT CCAACCCTCAAAGG ATGATACACTGT GTAGCGTTTTCC ACCCGTATTACAGT AGACCCATTCCA AACGTGGCACTG GCCACGTTGGAAA A (SEQ ID NO: 677) TA (SEQ ID NO: ACGCTACAGGAAG 678) CATGACCTATCCAC ATCT (SEQ ID NO: 676) FAM69A NM_001006605.3 GTGCCAGAGACAA GACTCACAGTGA TCTGATCACAGC ACCTGAAAGAACTT CGATCCTTAATAA TAGTTCTACAAT ATTAAGGATCGTCA GTTCTTTCAGGTT CTGTGCCATAGA CTGTGAGTCTGATT TGTCTCTGGCAC CACAGTCCAAAT TGGACTGTGTCTAT (SEQ ID NO: 680) CA (SEQ ID NO: GGCACAGATTGTAG 681) AACTAGCTGTGATC AGA (SEQ ID NO: 679) FAM83D NM_030919.2 CACGTTGATTGATG ATGTAAAACTGT TTGGCCAGACAG GCATCCGCGTGGCA AGGAGCCTGTTG AATTACCAAGTT ACAGGCTCCTACAG CCACGCGGATGC ACTGCTGTTTAA TTTTACATGGACGG CATCAATCAACG TTTGCCATCCGT ATGGCAAATTAAAC TG (SEQ ID NO: CC (SEQ ID NO: AGCAGTAACTTGGT 683) 684) AATTCTGTCTGGCC AA (SEQ ID NO: 682) FAP NM_004460.2 GCATTGGAAGCTAT CCTTAGATGGCA TACTTGGCGTAG CCTCCAAGCAAGA AGTAACACACTT TCGCTGAAACTT AGTGTGTTACTTGC CTTGCTTGGAGG GCTGTGTAATAT CATCTAAGGAAAG ATAGCTTCCAATG TGGCACCTTTCT AAAGGTGCCAATAT C (SEQ ID NO: 686) TT (SEQ ID NO: TACACAGCAAGTTT 687) CAGCGACTACGCCA AGTA (SEQ ID NO: 685) FAR2 NM_018099.3 TCTTTCAGGAGCTA GCTGCAATTGTG CAGAAAGCCTGT TAAAAGAAAGGGA GACATGATTCCTC GGCCCCCGTGAT GGAATCATGTCCAC CCTTTCTTTTATA GAGAATGGACTT AATTGCAGCTTTCT GCTCCTGAAAGA GCCGCCATAGAA ATGGCGGCAAGTCC (SEQ ID NO: 689) A (SEQ ID NO: ATTCTCATCACGGG 690) GGCCACAGGCTTTC TGG (SEQ ID NO: 688) FARP1 NM_005766.2 TCATGGTACGTAGT TGCAGGAGGATA AGACAGGCACG CCCCGGCACCTGTC TAGGAATAACGA ATATATACTACT GTTATTCCTATATC CAGGTGCCGGGG AGAGAATGCGC CTCCTGCAACTGTG ACTACGTACCAT AGTTTCAAACCA GTTTGAAACTGCGC GA (SEQ ID NO: CAGT (SEQ ID ATTCTCTAGTAGTA 692) NO: 693) TATATCGTGCCTGT CT (SEQ ID NO: 691) FAS NM_000043.3 CACCGGGGCTTTTC TGTGTCACTCTTG TCACTCGTAAAC GTGAGCTCGTCTCT CGCGAGATCAGA CGCTTCCCTCAC GATCTCGCGCAAGA GACGAGCTCACG TCCCCAGAAGCG GTGACACACAGGT AAAAGCCCCGG TCTTTGAACACC GTTCAAAGACGCTT (SEQ ID NO: 695) TG (SEQ ID NO: CTGGGGAGTGAGG 696) GAAGCGGTTTACGA GTGA (SEQ ID NO: 694) FBP2 NM_003837.2 AGATGAGGTGAAG TGTTGATCACCAG TTATTCTCTTCTG AAACTGGATGTGCT GGAATTGGATAG AGACCAGGACG ATCCAATTCCCTGG CACATCCAGTTTC CAGGTACTATAG TGATCAACATGGTC TTCACCT (SEQ ID GAGGATTGGACC CAATCCTCCTATAG NO: 698) A (SEQ ID NO: TACCTGCGTCCTGG 699) TCTCAGAAGAGAAT AAG (SEQ ID NO: 697) FBXL13 NM_145032.3 ACGATGCGACTCCT AAACTAAGATTC CCAAGTTCAGGT GCCGAGGCACTTCC TGTAAGTTGTGG ACTGTAAGCCTT ACAACTTACAGAAT AAGTGCCTCGGC TGTCTGTGAACC CTTAGTTTGGCTTA AGGAGTCGCATC GTCTGCAATAAG TTGCAGACGGTTCA GT (SEQ ID NO: CC (SEQ ID NO: CAGACAAAGGCTT 701) 702) ACAGTACCTGAACT TGG (SEQ ID NO: 700) FBXO10 NM_012166.2 TCAGCTCCACAGCC TCCCTGAAAAAC AATCTTTATAGA CATAGCAAGAAGA ATTGCCCACTTTC CTTCGAGTGACT AAGTGGGCAATGTT TTCTTGCTATGGG GGAAACCCACCA TTTCAGGGAGAAG CTGTGGAG (SEQ GCTTCTATCCCT GGATAGAAGCTGG ID NO: 704) TC (SEQ ID NO: TGGGTTTCCAGTCA 705) CTCGAAGTCTATAA AGATT (SEQ ID NO: 703) FBXO11 NM_018693.2 TGCAGATATGGTTG ATGGACTATTTTG TGTGGGACACGC CAGAAGAATCAGG TGCACCAGGACC TGTTCTTTTCGG TCCTGGTGCACAAA TGATTCTTCTGCA CAAAAGAGTTTT ATAGTCCATACCAA ACCATATCTGCA TCTACGAAGTTG CTTCGTAGAAAAAC (SEQ ID NO: 707) GT (SEQ ID NO: TCTTTTGCCGAAAA 708) GAACAGCGTGTCCC ACA (SEQ ID NO: 706) FBXO36 NM_174899.4 AGCAAAGACTATTA CTAAAGATTACCT CAGGTTTTGTTG CCAGTTACTGGTCA GAGACCGGGTGA ATCGATACTCAC CCCGGTCTCAGGTA CCAGTAACTGGT TCCTTAGAGAGA ATCTTTAGATGGTG AATAGTCTTTGCT TCTTCCACCAT GAAGATCTCTCTAA (SEQ ID NO: 710) (SEQ ID NO: 711) GGAGTGAGTATCG ATCAACAAAACCTG GAG (SEQ ID NO: 709) FBXO41 NM_001080410.1 TTTGTTCTCTCCTCG GCAAAAGCTCCC CCCTAGCTGTAT GGGATGAGCTCTGC TACTCAGCAGCA GGTCACCAAAAA TGCTGAGTAGGGA GAGCTCATCCCC AATCCATGCATA GCTTTTGCTTGCTG GAGGAGAGAACA GAGCCTCCCAGC GGAGGCTCTATGCA AA (SEQ ID NO: AA (SEQ ID NO: TGGATTTTTTTGGT 713) 714) GACCATACAGCTAG GG (SEQ ID NO: 712) FCER2 NM_002002.4 AACTTGGAAAGCC GTGGACTGGGAT AATCTCTGCTGT ACCACGGTGACCA TTCTGCGCCATCT TCAGCTCGAAGT GATGGCGCAGAAA GGTCACCGTG TCCTCCAGTTCC TCCCAGTCCACGCA (SEQ ID NO: 716) TGTGAAATCTGC GATTTCACAGGAAC (SEQ ID NO: 717) TGGAGGAACTTCGA GCTGAACAGCAGA GATTGA (SEQ ID NO: 715) FCN2 NM_015837.2 ACCAGGACAATGA TCCCTGAAACATC TAGCGACCATTC TCTTAACACCGGAA ACAGCACAATTT AGGTTTGACACA ATTGTGCTGTGATG CCGGTGTTAAGA TGGCAGTTTTTG TTTCAGGGAGCTTG TCATTGTCCTGGT TACCACCAAGC GTGGTACAAAAACT (SEQ ID NO: 719) (SEQ ID NO: 720) GCCATGTGTCAAAC CTGAATGGTCGCTA CCT (SEQ ID NO: 718) FEZ1 NM_005103.3 TAAACGTGTATAGC GACCCCGCGCGC TGCCCCATCATG TTAACCTGGATTAA TTGCTCGTGTTTA CATCCAATGATT ACACGAGCAAGCG ATCCAGGTTAAG ACTAGCACTAGA CGCGGGGTCCTTTG CTATACACGTTTA AGCCAACGGCA CCGTTGGCTTCTAG (SEQ ID NO: 722) AAG (SEQ ID NO: TGCTAGTAATCATT 723) GGATGCATGATGG GGCA (SEQ ID NO: 721) FGL2 NM_006682.2 CAATTCAGCAGGAT TCCTTGAGGTTTT CAGCCTGCAGCT CGAGGAGGTGTTCA GGACTTCTTTGAA TGCAGTCTTGGC AAGAAGTCCAAAA CACCTCCTCGATC AAGATTTCTTTA CCTCAAGGAAATCG CTGCTGAATTG GACTATTTACGA TAAATAGTCTAAAG (SEQ ID NO: 725) TT (SEQ ID NO: AAATCTTGCCAAGA 726) CTGCAAGCTGCAGG CTG (SEQ ID NO: 724) FKBP11 NM_016594.2 AAAGCAGGTGATTC CCACACACATGT TTCCATAGGCCA CAGGTCTGGAGCA CGAGAAGACTCT AGTGAGAAGGA GAGTCTTCTCGACA GCTCCAGACCTG ATGATTGCCCTT TGTGTGTGGGAGAG GAATCACCTG CGCTTCTCTC AAGCGAAGGGCAA (SEQ ID NO: 728) (SEQ ID NO: 729) TCATTCCTTCTCAC TTGGCCTATGGAAA ACGG (SEQ ID NO: 727) FKBP2 NM_057092.2 CCACGGCCACGGG CTTGACCCCGATC CCCTTTGCGCGA GGCCGAGGGCAAA TGCAGCTTCCTTT TTTGATGGGACA AGGAAGCTGCAGA TGCCCTCGG (SEQ GTGGTCCACCCG TCGGGGTCAAGAA ID NO: 731) CTT (SEQ ID NO: GCGGGTGGACCACT 732) GTCCCATCAAATCG CGCAAAGGGGATG TCCTGCA (SEQ ID NO: 730) FLJ42418 NM_001001695.1 TCCCATTCTTACTG CTGCTCTAGCTCC TCTTGCTGGCAA GCTGAAATTCAAAG ATTTATCAGCTTT GTCTTAATGTAA CTGATAAATGGAGC GAATTTCAGCCA GACCCTCAACTC TAGAGCAGATAGCT GTAAGAATGGGA ATTTTCCCAGCT GGGAAAATGAGTT (SEQ ID NO: 734) AT (SEQ ID NO: GAGGGTCTTACATT 735) AAGACTTGCCAGCA AGA (SEQ ID NO: 733) FLNA NM_001456.3 CCCTCAGGAGCCCT TTATCTTGGTCAA CGTCAATCAGGT GGAGGAGTGCTAT TTTCTGTGACATA AAACGCCATTCT GTCACAGAAATTGA GCACTCCTCCAG CCCGAGGGATGA CCAAGATAAGTATG GGCTCCTGAG AGCGCACAGCAT CTGTGCGCTTCATC (SEQ ID NO: 737) AC (SEQ ID NO: CCTCGGGAGAATG 738) GCGTTTACCTGATT GACG (SEQ ID NO: 736) FN1 NM_212482.1 GGGAATGGACATG AACAATGCACTG TCTTCATGACGC CATTGCCTACTCGC ATCTCGAAGCTG TTGTGGAATGTG AGCTTCGAGATCAG CGAGTAGGCAAT TCGTTCACATTG TGCATTGTTGATGA GCATGTCCATTCC TAAGTGATGTCA CATCACTTACAATG C (SEQ ID NO: 740) TC (SEQ ID NO: TGAACGACACATTC 741) CACAAGCGTCATGA AGA (SEQ ID NO: 739) FNBP1 NM_015033.2 CATGACCTCCAAAC GCCCACGCTTTAG GTGGGAGGTTGC CCAAAATCCACTGC GCTCCTGAAGCA TGAAATCCTCCG TTCAGGAGCCTAAA GTGGATTTTGGGT GTGTTGCACCCA GCGTGGGCTTTCTC TTGGAGGTCATG GCTTGAGAGAAA TCAAGCTGGGTGCA (SEQ ID NO: 743) (SEQ ID NO: 744) ACACCGGAGGATTT CAGCAACCTCCCAC CT (SEQ ID NO: 742) FNDC1 NM_032532.2 GATTATAAGCAGAT GGAATCAGGTTC CATCTCTTTCAC CGCTAACAGGCGTG TCAATCAGCACA CCTGTGAAATAC TGCTGATTGAGAAC CGCCTGTTAGCG GGACTGCAAATT CTGATTCCAGACAC ATCTGCTTATAAT CATACACAGTGT TGTGTATGAATTTG C (SEQ ID NO: 746) CT (SEQ ID NO: CAGTCCGTATTTCA 747) CAGGGTGAAAGAG ATG (SEQ ID NO: 745) FOXM1 NM_021953.2 AAGTCTTTTGTATT CATCCATCCTCCC GAGAAACATCTA GGGTCAGGAGTTG ACCCCAAATTCA ATAGCGCACATC AATTTGGGGTGGGA ACTCCTGACCCA TGGGCACCCACA GGATGGATGCAACT ATACAAAAGACT CTCTGCTTCAGT GAAGCAGAGTGTG T (SEQ ID NO: 749) TG (SEQ ID NO: GGTGCCCAGATGTG 750) CGCTATTAGATGTT TCTC (SEQ ID NO: 748) FOXO1 NM_002015.3 TCTCATCACCAACA GGTGCCAGGTGA AAACTGGTGTTT TCATTAACTGTTTC GGACTGGGTCGA GGTGGCGCAAAC GACCCAGTCCTCAC AACAGTTAATGA GAGTAGCACGGC CTGGCACCATGATG TGTTGGTGATGA GTCTGCTGCATC CAGCAGACGCCGT GA (SEQ ID NO: AT (SEQ ID NO: GCTACTCGTTTGCG 752) 753) CCACCAAACACCA GTTT (SEQ ID NO: 751) FOXP1 NM_001012505.1 TGCTAGCCAAAAG GCATAATGCCAC GCCATAAAAAGC GCTTCCCTCTGTGT AGGACTGCAACA CTGGGGTCACTG GTTGCAGTCCTGTG CACAGAGGGAAG GGAGGGGGCAT GCATTATGCATGCC CCTTTTGGCTAGC (SEQ ID NO: 756) CCCTCCCAGTGACC A (SEQ ID NO: 755) CCAGGCTTTTTATG GCTGTGAGACACGT TAA (SEQ ID NO: 754) FSCN1 NM_003088.2 CCCTGCCCTCTTGT TCAGAAGAAAGA CCTTAGCCGCTT CTGCCACGGGGCG GGTGCCAGACTC CCAGAGAAATA AGTCTGGCACCTCT GCCCCGTGGCAG AGGCTCAGAGCC TTCTTCTGACCTCA ACAAGAG (SEQ ID GTCTGAGG (SEQ GACGGCTCTGAGCC NO: 758) ID NO: 759) TTATTTCTCTGGAA GCGGCTAAGGGAC GGTT (SEQ ID NO: 757) FUT8 NM_004480.3 GACATCATGAAAG ATTGTTCACTAAT CTTTTCCTCTTCA GATTCTGATGGCAA GAGACAGTAATT CAGTAGTAGGTT TTACTGTCTCATTA GCCATCAGAATC GTGCTAATACAA GTGAACAATAAAA CTTTCATGATGTC CAATTTTTCTTTT GAAAAATTGTTGTA (SEQ ID NO: 761) (SEQ ID NO: 762) TTAGCACAACCTAC TACTGTGAAGAGG AAAAG (SEQ ID NO: 760) FYB NM_001465.3 ATGTAAAGTCCCTC CTCTGTCGGGTTG GATGAGTTTGGC ATGGCGAAATATA CCCCCCGTGTTAT CCTGTGACTCTG ACACGGGGGGCAA ATTTCGCCATGAG AAGGGTCGGCTA CCCGACAGAGGAT GGACTTTACAT TTGACTGAGACA GTCTCAGTCAATAG (SEQ ID NO: 764) TC (SEQ ID NO: CCGACCCTTCAGAG 765) TCACAGGGCCAAA CTCATC (SEQ ID NO: 763) GAD2 NM_000818.2 TGTATGCCATGATG CTCCTTGACTTCT TTCAGACGTGAA ATCGCACGCTTTAA GGGAACATCTTA GGCAATGAGCCT GATGTTCCCAGAAG AAGCGTGCGATC GGGAAGAGCAG TCAAGGAGAAAGG ATCATGGCATAC CCATTCCTTT AATGGCTGCTCTTC A (SEQ ID NO: 767) (SEQ ID NO: 768) CCAGGCTCATTGCC TTCACGTCTGAACA TAG (SEQ ID NO: 766) GATA1 NM_002049.2 TGCGGAAGGATGG CCCTTTTCCAGAT CTCCTGTGCCTC TATTCAGACTCGAA GCCTTGCGGTTTC CCAGACTGGAGC ACCGCAAGGCATCT GAGTCTGAATAC CCCGTTTCTTTTT GGAAAAGGGAAAA CATCCTTCCGCA (SEQ ID NO: 771) AGAAACGGGGCTC (SEQ ID NO: 770) CAGTCTGGGAGGC ACAGGAGCAGCCG AAGGACC (SEQ ID NO: 769) GATA2 NM_032638.3 GAAGAAGGAAGGG TGGACTTGTTGGA CATGCACTTTGA ATCCAGACTCGGAA CATCTTCCGGTTC CAGCTCCTCGAA CCGGAAGATGTCCA CGAGTCTGGATC GCACTCCGCCCC ACAAGTCCAAGAA CCTTCCTTCTTC TTTCTTGCTCTTC GAGCAAGAAAGGG (SEQ ID NO: 773) T (SEQ ID NO: GCGGAGTGCTTCGA 774) GGAGCTGTCAAAGT GCATG (SEQ ID NO: 772) GBP1 NM_002053.1 CCAGATGACCAGC TTTACCTAAGACT TGGGACATTGTA AGTAGACAAATGG CTGCTCAGTATCC GACTTGGCCAGA ATACTGAGCAGAGT ATTTGTCTACTGC CCAATGCCCAAA CTTAGGTAAAAGTC TGGTCATCTGG TATTTCCCAAGA TTGGGAAATATTTG (SEQ ID NO: 776) CT (SEQ ID NO: GGCATTGGTCTGGC 777) CAAGTCTACAATGT CCCA (SEQ ID NO: 775) GBP4 NM_052941.4 TTCTACAAGATATG TTAAGAAGCCTG GGAGCACAGCTT CCATGGGCCTTTTC TGTCCCCTGTGAA TGTAAATAAAGG ACAGGGGACACAG AAGGCCCATGGC ACATAGGGTGAG GCTTCTTAAAACAA ATATCTTGTAGAA GAAGCCGGGTTG CCCGGCTTCCTCAC (SEQ ID NO: 779) TT (SEQ ID NO: CCTATGTCCTTTAT 780) TTACAAAGCTGTGC TCC (SEQ ID NO: 778) GCET2 NM_001008756.1 GGAAAGGAGTCAC GGCAAATCATAA CACCCTTCAGCG CTTAACAAAGCTGC GGTTGATTTCTGC ATATGGTGATCC AGAAATCAACCTTA AGCTTTGTTAAGG CAGCATCTAAAA TGATTTGCCATCTC TGACTCCTTTCC TACCCAAGAGAG TCTTGGGTATTTTA (SEQ ID NO: 782) AT (SEQ ID NO: GATGCTGGGATCAC 783) CATATCGCTGAAGG GTG (SEQ ID NO: 781) GGT1 NM_001032365.2 CTCAGCAAGGCAA ACTGAACTGTCC TCTCCAGTTGAA GTGAGGTGCTGCCG AGCCTGGATGAC CTCTGCTGTGGG TCATCCAGGCTGGA GGCAGCACCTCA GCCTCAGGCAAA CAGTTCAGTGATTT CTTG (SEQ ID NO: TC (SEQ ID NO: GCCTGAGGCCCCAC 785) 786) AGCAGAGTTCAACT GGAGACAGAGAAA CCAG (SEQ ID NO: 784) GHR NM_000163.2 TTCATATAGTACAG CAAGGCAGTCGC TCTGTGCTCACA TCCCCACAGGGCCT ATTGAGTATGAG TAGCCACATGAT CATACTCAATGCGA GCCCTGTGGGGA GAGAGAAACTCT CTGCCTTGCCCTTG CTGTACTATATGA TTGTCAGGCAAG CCTGACAAAGAGTT A (SEQ ID NO: 788) GG (SEQ ID NO: TCTCTCATCATGTG 789) GCTATGTGAGCACA GA (SEQ ID NO: 787) GIT2 NM_057169.2 CAGATTTTACAGGC GTGCCTGGGTCTG GCCCTCCTTGCC TGAATTATTGGCAG CTCCATATACTGC TTGCATAATCAA TATATGGAGCAGAC CAATAATTCAGC CGGGAGTTTTCC CCAGGCACACAGG CTGTAAAATCTG CACTAGAATCCT ATTCTAGTGGGAAA (SEQ ID NO: 791) GT (SEQ ID NO: ACTCCCGTTGATTA 792) TGCAAGGCAAGGA GGGC (SEQ ID NO: 790) GLDC NM_000170.2 AAAGCTTGGTGAG ATCTCTTGTTACC TGTTGCTCCCTG AATGATGCCTGGAA CCCACCATTCTTC GTTTGAAGAGCA GAATGGTGGGGGT CAGGCATCATTCT AGACGATACACT AACAAGAGATGCC CACCAAGCTTT TCTTTCCCAGTG ACTGGGAAAGAAG (SEQ ID NO: 794) GC (SEQ ID NO: TGTATCGTCTTGCT 795) CTTCAAACCAGGGA GCAACA (SEQ ID NO: 793) GLRX NM_002064.2 ATCCCATCCCACCT AAGGTGGAGAAC GTGACCTTTCAC TGAAAATCACTGCT ACTGGTTCAGAG AGAATTGTTGAA CTGAACCAGTGTTC CAGTGATTTTCAA CATTTCCTATGA TCCACCTTGTCCTC GGTGGGATGGGA GATCTGTGGAGG CACAGATCTCATAG T (SEQ ID NO: 797) AC (SEQ ID NO: GAAATGTTCAACAA 798) TTCTGTGAAAGGTC AC (SEQ ID NO: 796) GNA13 NM_006572.4 TTTTCTTACAATAT GCCGCTGTCTGCC ACAGATTCACCC CTTCCTGCTATAAG CATAATGCTCTTA AGTTGAAATTCT AGCATTATGGGCAG TAGCAGGAAGAT CGACGCCGGTCA ACAGCGGCATACA ATTGTAAGAAAA TAGGCATTCTGT GAATGCCTATGACC (SEQ ID NO: 800) AT (SEQ ID NO: GGCGTCGAGAATTT 801) CAACTGGGTGAATC TGT (SEQ ID NO: 799) GNB4 NM_021629.3 TGCCATCAGCAAGG AAAAATGAGGCC TAGGGAGGAAC ATATCTCCTCCACT TGTCCATTAAAGT CTTGGATATTCA TTAATGGACAGGCC GGAGGAGATATC GTCTACATCTCA TCATTTTTGGCAGC CTTGCTGATGGCA AACAGCATAGCT TATGCTGTTTGAGA (SEQ ID NO: 803) GCC (SEQ ID NO: TGTAGACTGAATAT 804) CCAAGGTTCCTCCC TA (SEQ ID NO: 802) GNG10 NM_001017998.2 AACTTTTAGAGATA TTGGCTATAGGA CCTTCACCCAGT TTTCAGCCCTTTCC CCAGGCCACAGG TTTCTCACTCAA TGTGGCCTGGTCCT AAAGGGCTGAAA GTAGAAACTCAT ATAGCCAAAATCAC TATCTCTAAAAGT GAATATCTGTGA AGATATTCATGAGT T (SEQ ID NO: 806) TT (SEQ ID NO: TTCTACTTGAGTGA 807) GAAAACTGGGTGA AGG (SEQ ID NO: 805) GNG4 NM_004485.2 AATGAAAGAGGGC TGGCTTGGGAGA TGTCCATACAGG ATGTCTAATAACAG TGCTAGTGGTGCT CTTCCATCTTTA CACCACTAGCATCT GTTATTAGACATG GCTGCTCCACAG CCCAAGCCAGGAA CCCTCTTTCATT CTTTCC (SEQ ID AGCTGTGGAGCAG (SEQ ID NO: 809) NO: 810) CTAAAGATGGAAG CCTGTATGGACAGG GTCAAG (SEQ ID NO: 808) GNL3 NM_014366.4 CATTCAGAAGTGAA AAGAAGTTTCCA CCAATTACTCCA GTCTGCTTTGGGAA AAGGCCCTCTTTC ACCCGAATGGCT AGAGGGCCTTTGGA CCAAAGCAGACT TTGCTGCAAGTT AACTTCTTGGAGGT TCACTTCTGAATG TCCTGAAAACCT TTTCAGGAAACTTG (SEQ ID NO: 812) CC (SEQ ID NO: CAGCAAAGCCATTC 813) GGGTTGGAGTAATT GG (SEQ ID NO: 811) GORASP1 NM_031899.2 GGCCAGCTTCCCTT GGGCAACTTTGG GGGAAGGGAAA AACTCTGTAGCCTG GTCAGACTGCCA GTAAAAGTGAG GCAGTCTGACCCAA GGCTACAGAGTT GGAGGGAAGAG AGTTGCCCTCACCC AAGG (SEQ ID NO: CCAGAACCTTTG AAAGGTTCTGGCTC 815) GGTGA (SEQ ID TTCCCTCCCTCACT NO: 816) TTTACTTTCCCTTCC C (SEQ ID NO: 814) GPR116 NM_015234.3 TATGTTGGGGTGGG ACAACTAGACAG GCATATAAGAAG CTTTTCCATCTTGA GCTGCCAAGCTC TCCGATTCTTGG GCTTGGCAGCCTGT AAGATGGAAAAG TCACCGATTTCC CTAGTTGTGGAAGC CCCACCCCAACA ACACCACAGCTT TGTGGTGTGGAAAT TA (SEQ ID NO: CC (SEQ ID NO: CGGTGACCAAGAA 818) 819) TCGGACTTCTTATA TGC (SEQ ID NO: 817) GPR176 NM_007223.1 AGTATTCTGCTCTG TGTCCAAAGCAA CTTGGCATCAGA TGACCATCCTCAGC TAGCAGGGAAGC TATTTTCCTCTCC TTCCCTGCTATTGC TGAGGATGGTCA AGTGGATAGAG TTTGGACAGGTACT CAGAGCAGAATA GACTGAGTAGTA ACTCAGTCCTCTAT CT (SEQ ID NO: CC (SEQ ID NO: CCACTGGAGAGGA 821) 822) AAATATCTGATGCC AAG (SEQ ID NO: 820) GPR183 NM_004951.3 ACTGGAGAATCGG GTAAAACACTAG CGGTCAATACTC AGATGCCTTGTGTA CGCAGTTATCCTA AGGCAGGTCATA GGATAACTGCGCTA CACAAGGCATCT AAGTTCACACCT GTGTTTTACATCAA CCGATTCTCCAGT GCATATGTGTTG CACATATGCAGGTG (SEQ ID NO: 824) AT (SEQ ID NO: TGAACTTTATGACC 825) TGCCTGAGTATTGA CCG (SEQ ID NO: 823) GRAMD1B NM_020716.1 TTCCGCTGGGAAAC ATGGAACAGATG TGCAAACTTGGA TCTGCTGACAGTCC TCTTTCAAACGGA TGGCATTGGGAA GTTTGAAAGACATC CTGTCAGCAGAG TGAGGCGAGCTG TGTTCCATGACTAA TTTCCCAGCGGA TTTTTTCTTTAGT AGAAAAAACAGCT A (SEQ ID NO: 827) C (SEQ ID NO: CGCCTCATTCCCAA 828) TGCCATCCAAGTTT GCA (SEQ ID NO: 826) GRB10 NM_005311.4 CCTTTGCCACGTCC AAATGGCCACTC TGTCGCCTGTCA CCTTAGCTTAGTGA TCACACCTGATCA AAGGAGTCCTTT TCAGGTGTGAGAGT CTAAGCTAAGGG CTGCTTTACAGG GGCCATTTCCTTAC GACGTGGCAAAG GATCAAAGGTAA CTTTGATCCCTGTA G (SEQ ID NO: 830) GG (SEQ ID NO: AAGCAGAAAGGAC 831) TCCTTTGACAGGCG ACA (SEQ ID NO: 829) GRSF1 NM_001098477.1 CTTTCTAAGCCTTG TAAGTAGATAGG CAGGGAGGGAC TGCTAAAGGCGTAT CACCACCGTTATA AGTTTAGACAAC AACGGTGGTGCCTA CGCCTTTAGCACA TTTTAAGTTAAG TCTACTTAAGGGGG AGGCTTAGAAAG ACTAGAATGCCC CATTCTAGTCTTAA (SEQ ID NO: 833) CCT (SEQ ID NO: CTTAAAAGTTGTCT 834) AAACTGTCCCTCCC TG (SEQ ID NO: 832) GSK3B NM_002093.2 ACTGATTATACCTC GCCAACACACAG GATCCACACCAC TAGTATAGATGTAT CCAGCAGACCAT TATCCCCTGGAA GGTCTGCTGGCTGT ACATCTATACTAG ATATTGGTTGTC GTGTTGGCTGAGCT AGGTATAATCAG CTAGTAACAGCT GTTACTAGGACAAC T (SEQ ID NO: 836) CA (SEQ ID NO: CAATATTTCCAGGG 837) GATAGTGGTGTGGA TC (SEQ ID NO: 835) GTSE1 NM_016426.5 GATGAAGTCTTCTT GCAGCAATACAT ATGTGGGCAACG CGGACCCTTTGGAC CTTTCTTTATGTC GAGGCTGTTCGG ATAAAGAAAGATG CAAAGGGTCCGA GAACCGGATTAT TATTGCTGCCAGCT AGAAGACTTCAT TTAATTCCAAGC TGGAATTAAATAAT C (SEQ ID NO: 839) TG (SEQ ID NO: CCGGTTCCCGAACA 840) GCCTCCGTTGCCCA CAT (SEQ ID NO: 838) GXYLT2 NM_001080393.1 GTCATGCTCAAATC TGGAATTGGATCT GGCGTAACTGCT AGCTGTGCTTTTTA TCCTGTGGCTAAA TATCAAACTCGG GCCACAGGAAGAT AAGCACAGCTGA GCTTCAGAGAGT CCAATTCCACATCT TTTGAGCATGAC CTTCAGTGAAGA TCACTGAAGACTCT (SEQ ID NO: 842) TG (SEQ ID NO: CTGAAGCCCGAGTT 843) TGATAAGCAGTTAC GCC (SEQ ID NO: 841) GYG2 NM_001184704.1 CTCTTGGCTTGGTC CACTAAGTTATTG AATTCTCTGGAA TCTACCCTCACTAC AGAACTGAGGTA AGAGCTGAGTGG CTCAGTTCTCAATA GTGAGGGTAGAG AAATGGCTTTGA ACTTAGTGAATCAC ACCAAGCCAAGA GGAGGGCAGTG TGCCCTCCTCAAAG G (SEQ ID NO: 845) ATT (SEQ ID NO: CCATTTCCACTCAG 846) CTCTTTCCAGAGAA TT (SEQ ID NO: 844) GYPC NM_016815.2 AGTACTTTATTTGA GGGGGAGGCATT CAGGGGTGCTGG GGGACAACAGACT CAGGGAAGTGAA GCGATGGGGTGT TCACTTCCCTGAAT GTCTGTTGTCCCT ATTTTTCCTGAT GCCTCCCCCATCTC CAAATAAAGTAC GGAGAT (SEQ ID CATCAGGAAAAAT T (SEQ ID NO: 848) NO: 849) ACACCCCATCGCCC AGCACCCCTGCTGA TACC (SEQ ID NO: 847) H1FOO NM_153833.1 GGCTCCTGGGAGCG CTGTGGAAGTCG GCCTGGCTTTTC TCACCAGCGACATC AGGAGGGTGAGA AGATTCAGGAGA TCACCCTCCTCGAC TGTCGCTGGTGAC CCTGGATGATCC TTCCACAGCAGGAT GCT (SEQ ID NO: TG (SEQ ID NO: CATCCAGGTCTCCT 851) 852) GAATCTGAAAAGC CAGGCCCGAGCCA CGGC (SEQ ID NO: 850) H2AFV NM_138635.3 ATGGCTTGTGTTAC GAATTACAAAGC AGATCTGAACCC AAGTAGAGAGCAG CCAACTCTCCACT AGGTAGATAGG TGGAGAGTTGGGCT GCTCTCTACTTGT ACTCCAGAACTA TTGTAATTCTTTCA AACACAAGCCAT CAATCACCCTTG AGGGTGATTGTAGT (SEQ ID NO: 854) AAA (SEQ ID NO: TCTGGAGTCCTATC 855) TACCTGGGTTCAGA TCT (SEQ ID NO: 853) II2AFX NM_002105.2 CCGCCCCATTTCCC CTAGGTGCTTGG CAACGGAGGCTC TTCCAGCAAACTCA ATTGCCGAGTTG AGTCCAGACAGG ACTCGGCAATCCAA AGTTTGCTGGAA GATTAACCGACT GCACCTAGATACCA GGGAAATGGGGC TGTGCTGGTAT GCACAAGTCGGTTA GG (SEQ ID NO: (SEQ ID NO: 858) ATCCCTGTCTGGAC 857) TGAGCCTCCGTTGG CT (SEQ ID NO: 856) HARBI1 NM_173811.3 TGCAGCAGTCTTCC ATCTTTGTGCATA GTCATGAGCCAG CTCAGTAGTCAGTT CCCGCTTCAAACT GTTCGAAGAAAG TGAAGCGGGTATGC GACTACTGAGGG AAGGAACTGTCA ACAAAGATAGCTG AAGACTGCTGCA CCCAGAAGCCAG GCTTCTGGGTGACA (SEQ ID NO: 860) CT (SEQ ID NO: GTTCCTTCTTTCTTC 861) GAACCTGGCTCATG AC (SEQ ID NO: 859) HCK NM_002110.2 CCAGGTCGGAGGC GTGGGCTGGCGC CTTGATGGTGGA AATACATTCTCAAA TGGTTTCAGTTTT TGTGGGATCCGG AACTGAAACCAGC TGAGAATGTATT CACGTACACAGG GCCAGCCCACACTG GCCTCCGACCTG ACAGT (SEQ ID TCCTGTGTACGTGC G (SEQ ID NO: 863) NO: 864) CGGATCCCACATCC ACCATCAAGCCGG GGCCT (SEQ ID NO: 862) HDAC1 NM_004964.2 CAAGCCGGTCATGT CCACCGCACTAG AACCTAACCGAT CCAAAGTAATGGA GCTGGAACATCT CCCCAGATAGGG GATGTTCCAGCCTA CCATTACTTTGGA AGTCTGAGCCAC GTGCGGTGGTCTTA CATGACCGGCTT ACTGTAAGA CAGTGTGGCTCAGA G (SEQ ID NO: 866) (SEQ ID NO: 867) CTCCCTATCTGGGG ATCGGTTAGGTTGC TTC (SEQ ID NO: 865) HDAC2 NM_001527.1 AAGCCTATTATCTC ACCACAGCACTA TGAAACAACCCA AAAGGTGATGGAG GGTTGATACATCT GTCTATCACCAG ATGTATCAACCTAG CCATCACCTTTGA ATAATGAGTCTG TGCTGTGGTATTAC GATAATAGGCTT CACCACACTGTA AGTGTGGTGCAGAC (SEQ ID NO: 869) AT (SEQ ID NO: TCATTATCTGGTGA 870) TAGACTGGGTTGTT TCA (SEQ ID NO: 868) HDGF NM_004494.2 TCATCAAGAGAATT TCTCAGGTCCTTG GGACAGATGCTC TGGGGCTTCCAAGT GCCCGAACAACT AACACTCCCACC TGTTCGGGCCAAGG TGGAAGCCCCAA CAAATGGGTAAA ACCTGAGACCTGAA ATTCTCTTGATGA GTCAACCCTTCA GGGTTGACTTTACC (SEQ ID NO: 872) GG (SEQ ID NO: CATTTGGGTGGGAG 873) TGTTGAGCATCTGT CC (SEQ ID NO: 871) HEG1 NM_020733.1 GAAGTAACATCTCA CTCAGTAGAAGG TTAATGGTGGGT TCCTATGACGGGGA CTGAGCATATTCC GTGTAGGACGGA ATATGCTCAGCCTT CCGTCATAGGAT AGGTTGGATGTA CTACTGAGTCGCCA GAGATGTTACTTC TGCAGAACTGGC GTTCTGCATACATC (SEQ ID NO: 875) GA (SEQ ID NO: CAACCTTCCGTCCT 876) ACACACCCACCATT AA (SEQ ID NO: 874) HHIP NM_022475.1 GATTTGTATACCGG CACGTAGCTTCCA GTCACAGGACTT GGCTGCCAGTCAGA TACAATCTTTCTG TGCTGGAGAGTT AAGATTGTATGGAA ACTGGCAGCCCC AGGAAATTCCCA GCTACGTGTTTGGA GGTATACAAATC TTACGATCTCCA GATCGTAATGGGA (SEQ ID NO: 878) AA (SEQ ID NO: ATTTCCTAACTCTC 879) CAGCAAAGTCCTGT GAC (SEQ ID NO: 877) HJURP NM_018410.3 AACAATACGACAG GGATTTCAATCTC AGGCTGGTTCCT GGCCATGGAGAGA CCTCTGACGGTTC GGGACTCAGGCA ACCGTCAGAGGGA TCTCCATGGCC ATATTCCCGATG GATTGAAATCCGAT (SEQ ID NO: 881) AAGCTGATCAAA TTGATCAGCTTCAT TC (SEQ ID NO: CGGGAATATTGCCT 882) GAGTCCCAGGAAC CAGCCT (SEQ ID NO: 880) HLA-A NM_002116.5 GGAAGAGCTCAGA ACTGCTTGCAGCC TCTCACACTTTA TAGAAAAGGAGGG TGAGTGTAACTCC CAAGCTGTGAGG AGTTACACTCAGGC CTCCTTTTCTATC GACACATCAGAG TGCAAGCAGTGAC TGAGCTCTTCC CCCTGGGCACTG AGTGCCCAGGGCTC (SEQ ID NO: 884) TC (SEQ ID NO: TGATGTGTCCCTCA 885) CAGCTTGTAAAGTG TGAGA (SEQ ID NO: 883) HLA-B NM_005514.6 TGAATGTGTCTGCG CTGTCTCTCCACC GAAACACAGGTC TCCCTGTTAGCATA TCCTCACATTATG AGCATGGGAAC ATGTGAGGAGGTG CTAACAGGGACG AGGGGTCACAGT GAGAGACAGCCCA CAGACACATT GGACACAAGGG CCCTTGTGTCCACT (SEQ ID NO: 887) TGGG (SEQ ID GTGACCCCTGTTCC NO: 888) CATGCTGACCTGTG TTTC (SEQ ID NO: 886) HLA-C NM_002117.4 AGCTGGGAGCCATC GCAACGATGCCC CACAGCTCCAAG TTCCCAGCCCACCA ATGATGGGGATG GACAGCTAGGAC TCCCCATCATGGGC GTGGGCTGGGAA AACCAGGACAG ATCGTTGCTGGCCT GATGGCTC (SEQ CCAGGCCA (SEQ GGCTGTCCTGGTTG ID NO: 890) ID NO: 891) TCCTAGCTGTCCTT GGAGCTGTGGTCAC CG (SEQ ID NO: 889) HLA-DMA NM_006120.3 TTATTTGACAAAGA TTTGGCCCTATTT ACACTTCAGCGA GTTCTGCGAGTGGA GCTGGATCATCC TAGGAAACCCTC TGATCCAGCAAATA ACTCGCAGAACT TGGACACCGGGA GGGCCAAAACTTG CTTTGTCAAATAA TTTTCCCATCAA ATGGGAAAATCCC (SEQ ID NO: 893) GT (SEQ ID NO: GGTGTCCAGAGGGT 894) TTCCTATCGCTGAA GTGT (SEQ ID NO: 892) HLA-DPA1 NM_033554.2 GGAGAGATCTGAA AAGAAAAGCTGA AAGGGTCAGCA CTCCAGCTGCCCTA GATGGAGTTTGT ATTCAGTCAGCC CAAACTCCATCTCA AGGGCAGCTGGA ACTGGAGTAGTT GCTTTTCTTCTCACT GTTCAGATCTCTC TTCACATGAAGT TCATGTGAAAACTA C (SEQ ID NO: 896) GAG (SEQ ID NO: CTCCAGTGGCTGAC 897) TGAATTGCTGACCC TT (SEQ ID NO: 895) HLA-DPB1 NM_002121.4 TCCAAATTGGATAC GATAGAAACTGA TGGTTGGAGGCC TGCTGCCAAGAAGT CTTCAGAGCAAC CAGTGAGAGAA TGCTCTGAAGTCAG TTCTTGGCAGCAG ACAGTGCTTTGA TTTCTATCATTCTG TATCCAATTTGGA ATCAAAGAGCA CTCTTTGATTCAAA (SEQ ID NO: 899) GAAT (SEQ ID GCACTGTTTCTCTC NO: 900) ACTGGGCCTCCAAC CA (SEQ ID NO: 898) HLA-DRA NM_019111.3 GGCCAACATAGCTG AGCGCTTTGTCAT CGTGAGCACAGT TGGACAAAGCCAA GATTTCCAGGTTG TACCTCTGGAGG CCTGGAAATCATGA GCTTTGTCCACAG TACATTGGTGAT CAAAGCGCTCCAAC CTATGTTGGCC CGGAGTATAGTT TATACTCCGATCAC (SEQ ID NO: 902) GG (SEQ ID NO: CAATGTACCTCCAG 903) AGGTAACTGTGCTC ACG (SEQ ID NO: 901) HLA-E NM_005516.4 TGTCTTAGGGGACT GACAGATTCAGA TGGACTGTTTCT CTGGCTTCTCTTTTT GGCCCTTGCAAA CTACCTCCTCAC GCAAGGGCCTCTGA AAGAGAAGCCAG ATTGTGCTAACA ATCTGTCTGTGTCC AGTCCCCTAAGA GGGACACA (SEQ CTGTTAGCACAATG CA (SEQ ID NO: ID NO: 906) TGAGGAGGTAGAG 905) AAACAGTCCACCTC TG (SEQ ID NO: 904) HLA-F NM_001098479.1 CCATTGGGCGTCGC GGAACTGCGGCG CGTCTGGGAAAA GTTTCTAGAGAAGC ACACTGATTGGCT ATATGAGTCCCG CAATCAGTGTCGCC TCTCTAGAAACG CGGGGTGCGTGG GCAGTTCCCAGGTT CGACGCCCAATG GACTTTAGAACC CTAAAGTCCCACGC G (SEQ ID NO: 908) TG (SEQ ID NO: ACCCCGCGGGACTC 909) ATATTTTTCCCAGA CG (SEQ ID NO: 907) HOMER2 NM_004839.2 TGGAAGACAAAGT GTATTTGCTCTCC AGGAAGCTCTTC GCGTTCCTTAAAGA TCAATGTCTGTCT AACTCCACCTTC CAGACATTGAGGA TTAAGGAACGCA AGGTGGCGCTGT GAGCAAATACCGA CTTTGTCTTCCA CG (SEQ ID NO: CAGCGCCACCTGAA (SEQ ID NO: 911) 912) GGTGGAGTTGAAG AGCTTCCTGGAGGT GCTGGA (SEQ ID NO: 910) HOPX NM_001145460.1 AACAATAGGAAGC CCAGTGAAGCCA ACACCATCTGTC TATGTGTATCTTCT CTGCTTTACACAG ATCATGACTCAA GTGTAAAGCAGTG AAGATACACATA AGGGAAATGCTA GCTTCACTGGAAAA GCTTCCTATTGTT GCCACACCATTT ATGGTGTGGCTAGC (SEQ ID NO: 914) TT (SEQ ID NO: ATTTCCCTTTGAGT 915) CATGATGACAGATG GTGT (SEQ ID NO: 913) HPCAL1 NM_134421.1 CTGTTTCTAAGGAA ATGGGAGGATCA AATCAACAGGG ATGCATGTGTGCCC TCACGGCTCAGG AGGACAGACCA TGAGCCGTGATGAT GCACACATGCAT GACACAAATGCC CCTCCCATCCGTGT TTCCTTAGAAACA TGTGCTCACAAC TGTGAGCACAGGC G (SEQ ID NO: 917) ACGG (SEQ ID ATTTGTGTCTGGTC NO: 918) TGTCCTCCCTGTTG ATT (SEQ ID NO: 916) HSP90AA1 NM_005348.3 GGTGGCGCGTCAGT GGACCAACGGCA TCTGGGTTTCCT TGCTTCAGCGTCCC CAGCCACACCGG CAGGCATCTTGG GGTGTGGCTGTGCC GACGCTGAAGCA CTAAGTGACCGC GTTGGTCCTGTGCG ACTGACG (SEQ ID ACA (SEQ ID NO: GTCACTTAGCCAAG NO: 920) 921) ATGCCTGAGGAAA CCCAGACCCAAGA CCAA (SEQ ID NO: 919) HSP90B1 NM_003299.1 TCAGAGCTGACGAT CAGATCCTCTTCT TCTCTCTGTACT GAAGTTGATGTGGA ACTGTACCATCCA ACTTCATCATCC TGGTACAGTAGAA CATCAACTTCATC GTCCTTGATCCT GAGGATCTGGGTA GTCAGCT (SEQ ID TCTCTACTTTTAC AAAGTAGAGAAGG NO: 923) C (SEQ ID NO: ATCAAGGACGGAT 924) GATGAAGTAGTAC AGAGAGA (SEQ ID NO: 922) HSPA12B NM_052970.4 GAAAGGGCAGTAG TCCACCACAATA TTCCCAGACGGG ATCTCTAATGTGGA ATGTTCCCACCTC TGTTTTGTCTCG GGTGGGAACATTAT CACATTAGAGAT AAAGAAATGCTA TGTGGTGGAGGCA CTACTGCC (SEQ CCCTCATAATTG ATTATGAGGGTAGC ID NO: 926) CC (SEQ ID NO: ATTTCTTTCGAGAC 927) AAAACACCCGTCTG GGAA (SEQ ID NO: 925) HSPA9 NM_004134.4 TTCAAGAGAGAGA TGAAGTGCCATG CAGATGAGGAG CAGGGGTTGATTTG TTGTCTTTAGTCA AGTTCACATTTA ACTAAAGACAACA AATCAACCCCTGT GCCTTTTCAGCA TGGCACTTCAGAGG CTCTCTCTTGAA GCTTCCCGTACC GTACGGGAAGCTG (SEQ ID NO: 929) CTC (SEQ ID NO: CTGAAAAGGCTAA 930) ATGTGAACTCTCCT CATCTG (SEQ ID NO: 928) HSPB8 NM_014365.2 CAGATTTAGTGCAA GGTCAGTCCTCAC TTGCGCTATCCT GTAAAATGTTAGAG CCCCGCACCCTCT GTGGAGAAATCT GGTGCGGGGGTGA AACATTTTACTTG ACCACTACACTA GGACTGACCACAG CACTAAATCTG TCCAGGGAATCT ATTCCCTGGATAGT (SEQ ID NO: 932) GT (SEQ ID NO: GTAGTGGTAGATTT 933) CTCCACAGGATAGC GCAA (SEQ ID NO: 931) HTRA1 NM_002775.4 TTGCAATCCCATCT GTCATGGGACTC ATACCAATATAC GATAAGATTAAAA CGTGAGGAACTT TTCTTCTTGGTG AGTTCCTCACGGAG TTTAATCTTATCA ATGGCTTTTCCT TCCCATGACCGACA GATGGGATTGCA TTGGCCTGTCG GGCCAAAGGAAAA A (SEQ ID NO: 935) (SEQ ID NO: 936) GCCATCACCAAGA AGAAGTATATTGGT ATCCG (SEQ ID NO: 934) HYOU1 NM_006389.3 CAGGTTGCTGGGGA GGAGGGAAGGAA CAGACACTGGCC GTTTCCACTCTTCT CAATCACCAGAG TGAAAGGATGCT CTGGTGATTGTTCC AAGAGTGGAAAC CATCGCATGGTG TTCCCTCCCTTCCTC TCCCCAGCAACCT GGAGAGGAAG TCCCACCATGCGAT G (SEQ ID NO: 938) (SEQ ID NO: 939) GAGCATCCTTTCAG GCCAGTGTCTGCAG A (SEQ ID NO: 937) ICAM1 NM_000201.1 GAAATACTGAAACT TAAGTCTGTGGG GGCCTTTGTGTT TGCTGCCTATTGGG CCTCAGCATACCC TTGATGCTACAC TATGCTGAGGCCCA AATAGGCAGCAA ATGTCTATGGAG CAGACTTACAGAA GTTTCAGTATTTC GGCCACTTCTTC GAAGTGGCCCTCCA (SEQ ID NO: 941) TG (SEQ ID NO: TAGACATGTGTAGC 942) ATCAAAACACAAA GGCC (SEQ ID NO: 940) ID1 NM_002165.2 CTGCCCCAGAACCG ATGACGTGCTGG CAACTTCGGATT CAAGGTGAGCAAG AGAATCTCCACCT CCGAGTTCAGCT GTGGAGATTCTCCA TGCTCACCTTGCG CCAACTGAAGGT GCACGTCATCGACT GTTCTG (SEQ ID CCCTGATGTAGT ACATCAGGGACCTT NO: 944) CG (SEQ ID NO: CAGTTGGAGCTGAA 945) CTCGGAATCCGAAG TTG (SEQ ID NO: 943) ID2 NM_002166.4 CGGATATCAGCATC TAACTCAGAAGG TCATGAACACCG CTGTCCTTGCAGGC GAATTCAGAAGC CTTATTCAGCCA TTCTGAATTCCCTT CTGCAAGGACAG CACAGTGCTTTG CTGAGTTAATGTCA GATGCTGATATCC CTGTCATTTGAC AATGACAGCAAAG G (SEQ ID NO: 947) AT (SEQ ID NO: CACTGTGTGGCTGA 948) ATAAGCGGTGTTCA TGA (SEQ ID NO: 946) ID3 NM_002167.3 AGGAAGCCTGTTTG CCGCCGGCCCTG CCTCTTTATTCA CAATTTAAGCGGGC GGCGTTCACAGC AAATGGCCCGCC TGTGAACGCCCAGG CCGCTTAAATTGC TCGGCCCTGCCC GCCGGCGGGGGCA AAACAG (SEQ ID (SEQ ID NO: 951) GGGCCGAGGCGGG NO: 950) CCATTTTGAATAAA GAGGCGTGCCTTCC AGGC (SEQ ID NO: 949) IDS NM_000202.4 GGGAAGACGTCCA AGGAATTGGACC TATGACACAGAG AGCCTTAAACATCA ATACGGCACACT GCAAAGTAGCTC GTGTGCCGTATGGT GATGTTTAAGGCT TGGCGGATTTTC CCAATTCCTGTGGA TGGACGTCTTCCC CGCTGAAAGTCC CTTTCAGCGGAAAA (SEQ ID NO: 953) AC (SEQ ID NO: TCCGCCAGAGCTAC 954) TTTGCCTCTGTGTC ATA (SEQ ID NO: 952) IER3 NM_003897.2 TCAACTCCGTCTGT TCATTCCTAATGG CGTAGCCACCCT CTACTGTGTGAGAC TCCGCCGAAGTCT AAAGGCGACTTC TTCGGCGGACCATT CACACAGTAGAC AAGAAGATGGA AGGAATGAGATCC AGACGGAGTTGA AGGATCTCACGG GTGAGATCCTTCCA (SEQ ID NO: 956) ATC (SEQ ID NO: TCTTCTTGAAGTCG 957) CCTTTAGGGTGGCT ACG (SEQ ID NO: 955) IFI35 NM_005533.3 TGCCCTCTGCTTGC ACTTTGGGGTCAT TTGATCGTGTGC GGGCTCTGCTCTGA CAAAGGTGATCA TCCTTTTGTTGC TCACCTTTGATGAC GAGCAGAGCCCG AGCACCTGCTCA CCCAAAGTGGCTGA CAAGCAGAG GCC (SEQ ID NO: GCAGGTGCTGCAAC (SEQ ID NO: 959) 960) AAAAGGAGCACAC GATCAACATGGAG GAGT (SEQ ID NO: 958) IFI44L NM_006820.2 ATCTCTGCCATTTA CTTCTGCCCCATC CATACAACCTTT TGTTGTGTGACACT TAGCCCCATAGT TAAGATGTGGGG ATGGGGCTAGATG GTCACACAACAT AATGTCATCCAT GGGCAGAAGGAGC AAATGGCAGAGA GCACAGTCCTGC AGGACTGTGCATGG T (SEQ ID NO: 962) TC (SEQ ID NO: ATGACATTCCCCAC 963) ATCTTAAAAGGTTG TATG (SEQ ID NO: 961) IFI6 NM_002038.3 GGGGTGGAGGCAG GAGCCGCTGTCC CGACGGCCATGA GTAAGAAAAAGTG GAGCTCTCCGAG AGGTCAGGGCCT CTCGGAGAGCTCGG CACTTTTTCTTAC TCCAGAACCCG ACAGCGGCTCCGG CTG (SEQ ID NO: (SEQ ID NO: 966) GTTCTGGAAGGCCC 965) TGACCTTCATGGCC GTCGGAGGAGGAC TCGCAG (SEQ ID NO: 964) IFIH1 NM_022168.2 GCTTGGGAGAACCC ACCCATTCGACAT CCTGGCCCTGAA TCTCCCTTCTCTGA CTTTCTTTCTCAG GCACGAGATGA GAAAGAAAGATGT AGAAGGGAGAGG GATAGCGGAAAT CGAATGGGTATTCC GTTCTCCCAAGC TCTCGTCTGTGG ACAGACGAGAATTT (SEQ ID NO: 968) AAT (SEQ ID NO: CCGCTATCTCATCT 969) CGTGCTTCAGGGCC AGG (SEQ ID NO: 967) IFIT1 NM_001548.3 GAGAAAGGCATTA TGTAGACGAACC CAGGGCCCGCTC GATCTGGAAAGCTT CAAGGAGGCTCA ATAGTACTCCAG GAGCCTCCTTGGGT AGCTTTCCAGATC GGCTTCATTCAT TCGTCTACAAATTG TAATGCCTTTCTC ATTTCCTTCCAA GAAGGAAATATGA (SEQ ID NO: 971) TT (SEQ ID NO: ATGAAGCCCTGGA 972) GTACTATGAGCGGG CCCTG (SEQ ID NO: 970) IFIT2 NM_001547.4 TGCATCCCATAGAG ATGAACTTAGCA GCGATGGGGGAT GTTAGTCCTGCATA CATTACTGGCTAT ACTGAGCCCTAT GCCAGTAATGTGCT GCAGGACTAACC TTAGACTTTGGT AAGTTCATCCAAAA TCTATGGGATGC CCGCCAGCTTTT GCTGGCGGACCAA A (SEQ ID NO: 974) GG (SEQ ID NO: AGTCTAAATAGGGC 975) TCAGTATCCCCCAT CGC (SEQ ID NO: 973) IFIT3 NM_001549.4 GAAGAACAAATCA CTGTGTCTCTGCT GATTTTCTCCAG GCCTGGTCACCAGC GTTCCGAAAAGC GGAATTCTTGGT TTTTCGGAACAGCA TGGTGACCAGGC GACCTCACTCAT GAGACACAGAGGG TGATTTGT (SEQ GACTGCCCT CAGTCATGAGTGAG ID NO: 977) (SEQ ID NO: 978) GTCACCAAGAATTC CCTGGAGAAAATCC TTCC (SEQ ID NO: 976) IFITM1 NM_003641.3 CCTGTTACTGGTAT TCTGTAACATAAT AAGGTTGCAGGC TCGGCTCTGTGACA ATGGTAGACTGT TATGGGCGGCTA GTCTACCATATTAT CACAGAGCCGAA CTAGTAACCCCG GTTACAGATAATAC TACCAGTAACAG TTTTTCCTGTATT AGGAAAAACGGGG G (SEQ ID NO: 980) A (SEQ ID NO: TTACTAGTAGCCGC 981) CCATAGCCTGCAAC CTT (SEQ ID NO: 979) IGFBP5 NM_000599.3 AATGGGTTGCAAA TCCCTGGCTCTGC TCTTCCTATCTG ATAGAAATGAGCTT GGCCTGGATTAA GCTTCTAAAGTC AATCCAGGCCGCA GCTCATTTCTATT TAGCACCCTCCT GAGCCAGGGAAGG TTGCAACCCATT AAAGTTACTCAC TGAGTAACTTTAGG (SEQ ID NO: 983) CT (SEQ ID NO: AGGGTGCTAGACTT 984) TAGAAGCCAGATA GGAAGA (SEQ ID NO: 982) IGSF3 NM_001542.2 AGTGGCTGTGAGAC AGAAGACTAAAG CATTGTAGACAT CTCATTGCGCATTG CTCCAGTAGACA AGATGAATCCAG TCTACTGGAGCTTT ATGCGCAATGAG AGTATTCAGCAG AGTCTTCTGAGACG GTCTCACAGCCA TTTTCCTCCGTCT GAGGAAAACTGCT CT (SEQ ID NO: C (SEQ ID NO: GAATACTCTGGATT 986) 987) CATCTATGTCTACA ATG (SEQ ID NO: 985) IK NM_006083.3 GTCCAAATTCTTGG AGCCTTTCACCAA CTCTTTGCTGGC GTGGTGACATGGA ATGGGTGTGTTCC AATCTCAGCTCG ACACACCCATTTGG ATGTCACCACCC TACCTTTTGAAG TGAAAGGCTTGGAT AAGAATTTGGAC CAGAGCAAAATC TTTGCTCTGCTTCA (SEQ ID NO: 989) CA (SEQ ID NO: AAAGGTACGAGCT 990) GAGATTGCCAGCA AAGAG (SEQ ID NO: 988) IL10 NM_000572.2 AAGGATCAGCTGG AAGTCCTCCAGC GGTAAAACTGGA ACAACTTGTTGTTA AAGGACTCCTTTA TCATCTCAGACA AAGGAGTCCTTGCT ACAACAAGTTGT AGGCTTGGCAAC GGAGGACTTTAAG CCAGCTGATCCTT CCAGGTAACCCT GGTTACCTGGGTTG (SEQ ID NO: 992) TA (SEQ ID NO: CCAAGCCTTGTCTG 993) AGATGATCCAGTTT TACC (SEQ ID NO: 991) IL12A NM_000882.2 CTTTCTAGATCAAA GGGCCTGCATCA CGGTTCTTCAAG ACATGCTGGCAGTT GCTCATCAATAA GGAGGATTTTTG ATTGATGAGCTGAT CTGCCAGCATGTT TGGCACAGTCTC GCAGGCCCTGAATT TTGATCTAGAAA ACTGTTGAAATT TCAACAGTGAGACT G (SEQ ID NO: 995) CA (SEQ ID NO: GTGCCACAAAAATC 996) CTCCCTTGAAGAAC CG (SEQ ID NO: 994) IL13RA1 NM_001560.2 TCTGCACTGGAAGA TTTCCTCCTTGGT CCATCACTGAGA AGTACGACATCTAT TTGCTTCTCATAG GGCTTTCTTCAG GAGAAGCAAACCA ATGTCGTACTTCT GTTTTCTATCAG AGGAGGAAACCGA TCCAGTGCAGA CACTACAGAGTC CTCTGTAGTGCTGA (SEQ ID NO: 998) GG (SEQ ID NO: TAGAAAACCTGAA 999) GAAAGCCTCTCAGT GATGG (SEQ ID NO: 997) IL16 NM_004513.4 GGCATCTCCAACAT CAGAACCATTTG CAGCTCTGAAAG CATCATCCAACGAA CAGCTGAGTCTTC GTTGAGCGAGAA GACTCAGCTGCAAA GTTGGATGATGA CCCTGTGTCCAA TGGTTCTGCTGAAA TGTTGGAGATGC GGCAGATGTTTC CATCTGCCTTGGAC C (SEQ ID NO: AG (SEQ ID NO: ACAGGGTTCTCGCT 1001) 1002) CAACCTTTCAGAGC TG (SEQ ID NO: 1000) IL17RB NM_018725.3 TCAATTTTGATGAA CGGATGCTGGCA ACTGGAAGTTGC TGTAAGCTGGGTAC TCTGCCCGGAGT TTTTGCCCGTCA TCCGGGCAGATGCC ACCCAGCTTACAT CACAAATCTTGG AGCATCCGCTTGTT TCATCAAAATTG TGGCCTTCAACA GAAGGCCACCAAG A (SEQ ID NO: AG (SEQ ID NO: ATTTGTGTGACGGG 1004) 1005) CAAAAGCAACTTCC AGT (SEQ ID NO: 1003) IL4I1 NM_172374.1 CAAGGGCACCACT CGGAATCAAGGT CTTTATGGTTAG AACAAGGACAAAG GAATGATGGTGG CCCAGGACAGA CCACCATCATTCAC CTTTGTCCTTGTT AGTCATCGTTGG CTTGATTCCGCACA AGTGGTGC (SEQ GCATGTG (SEQ TGCCCAACGATGAC ID NO: 1007) ID NO: 1008) TTCTGTCCTGGGCT AACCATAAAGGCC ATGGG (SEQ ID NO: 1006) IL6 NM_000600.1 TGACAAACAAATTC CCTTTCTCAGGGC TGCCAGTGCCTC GGTACATCCTCGAC TGAGATGCCGTC TTTGCTGCTTTC GGCATCTCAGCCCT GAGGATGTACCG ACACATGTTACT GAGAAAGGAGACA AATTTGTTTGTCA CTTGTTACATGT TGTAACAAGAGTA (SEQ ID NO: 1010) CT (SEQ ID NO: ACATGTGTGAAAGC 1011) AGCAAAGAGGCAC TGGCA (SEQ ID NO: 1009) ING1 NM_198219.1 TTGGAAGTGCAGTC CATAATTGTGAC TTCACGTAACAT AGCAGATGCTGTTG ATTAGCTTCACAA TTTTACAGCTCA TGAAGCTAATGTCA CAGCATCTGCTG CATACAGCAGGA CAATTATGTGCAAA ACTGCACTTCCAA AGCACACCTTTG GGTGTGCTTCCTGC (SEQ ID NO: 1013) CA (SEQ ID NO: TGTATGTGAGCTGT 1014) AAAAATGTTACGTG AA (SEQ ID NO: 1012) INPP5D NM_005541.3 ATAATGGCCACATG TTAGCACAGCAC GAGCCTCAGCTC GATCGAACACTCAT TTGGCACATCATG TCGAGGTCATCC GATGTGCCAAGTGC AGTGTTCGATCCA TGATATGACGAA TGTGCTAAGTGCTT TGTGGCCATTAT TGTTCGTAAAGC TACGAACATTCGTC (SEQ ID NO: 1016) AC (SEQ ID NO: ATATCAGGATGACC 1017) TCGAGAGCTGAGG CTC (SEQ ID NO: 1015) IRAK1 NM_001569.3 CACAGCCGTGGAA CTGACGACGATG CATCTTCTGTCG GGACTGGCCCTTGG ATGCAGAGCTGC GGCAGGGTTGAT CAGCTCTGCATCAT CAAGGGCCAGTC GATAATCTGCGG CGTCGTCAGAGCCA (SEQ ID NO: 1019) TGGCT (SEQ ID CCGCAGATTATCAT NO: 1020) CAACCCTGCCCGAC AGAAGATGGTCCA GAAG (SEQ ID NO: 1018) IRAK2 NM_001570.3 GTGTTGGCCGAGGT CTTCGGTTGTTAT CGGTGCTGCTTG CCTCACGGGCATCC CCATTGCAGGGA GAATATCACTGA CTGCAATGGATAAC TGCCCGTGAGGA GGAGTAAGTCCT AACCGAAGCCCGG CCTCGG (SEQ ID TCAGGTAAACCG TTTACCTGAAGGAC NO: 1022) GG (SEQ ID NO: TTACTCCTCAGTGA 1023) TATTCCAAGCAGCA CCG (SEQ ID NO: 1021) IRAK3 NM_007199.1 AGGTAAATATAGAT GCTCCTGCAAGA TCATATTCATCC CCTTCTTCAGAAGC ATGCCCTGGAGC CAGGAAAATTTG TCCAGGGCATTCTT TTCTGAAGAAGG GAGGAACAGCT GCAGGAGCAGGCC ATCTATATTTACC GCTCTCCACTGG AGTGGAGAGCAGC T (SEQ ID NO: CCT (SEQ ID NO: TGTTCCTCCAAATT 1025) 1026) TTCCTGGGATGAAT ATGA (SEQ ID NO: 1024) IRAK4 NM_016123.1 GAATTCTCCTTGTA AGCCAATGTGGC CTGACAACTGGA AGCCTTGAAGAAGT CCTCTCACATACT AGGTAGGTCTCA ATGTGAGAGGGCC TCTTCAAGGCTTA TCTCCTAGAGGC ACATTGGCTAAAAC CAAGGAGAATTC CACCTTTAGGTT CTAAAGGTGGCCTC (SEQ ID NO: 1028) TT (SEQ ID NO: TAGGAGATGAGAC 1029) CTACCTTCCAGTTG TCAG (SEQ ID NO: 1027) IRF1 NM_002198.1 CTGTGCGAGTGTAC TTTTCTCTGGTTC TTCCTCTTGGCC CGGATGCTTCCACC TTGGTGAGAGGT TTGCTCTTAGCA TCTCACCAAGAACC GGAAGCATCCGG TCTCGGCTGGAC AGAGAAAAGAAAG TACACTCGCACA TTCGACTTTCTTT AAAGTCGAAGTCC G (SEQ ID NO: C (SEQ ID NO: AGCCGAGATGCTA 1031) 1032) AGAGCAAGGCCAA GAGGAA (SEQ ID NO: 1030) IRF4 NM_002460.1 GGGCACTGTTTAAA AGGGTCCGGCTT TTGTTCAAAGCG GGAAAGTTCCGAG GTCGATGCCTTCT CACCGCAGGCGC AAGGCATCGACAA CGGAACTTTCCTT GTCTTCCAGGTG GCCGGACCCTCCCA TAAACAGTGCCC GG (SEQ ID NO: CCTGGAAGACGCG (SEQ ID NO: 1034) 1035) CCTGCGGTGCGCTT TGAACAAGAGCAA TGACTT (SEQ ID NO: 1033) ISG15 NM_005101.3 CCCGGCAGCACGGT CTCAGAGGTTCGT TGCTGCTGCGGC CCTGCTGGTGGTGG CGCATTTGTCCAC CCTTGTTATTCCT ACAAATGCGACGA CACCAGCAGGAC CACCAGGATG ACCTCTGAGCATCC (SEQ ID NO: 1037) (SEQ ID NO: 1038) TGGTGAGGAATAA CAAGGGCCGCAGC AGCACCTACGAGGT ACGGC (SEQ ID NO: 1036) ISY1 NM_020701.2 GGCAAAACATCAG GCTCACAGGAAC CCCCTGTCCAAG TGTCTGTGGGTAGT TGAAGATTCCAA AAACTCCACAGG TGGAATCTTCAGTT CTACCCACAGAC CCCAGAAGACGC CCTGTGAGCGTCGG ACTGATGTTTTGC CGAC (SEQ ID CGTCTTCTGGGCCT C (SEQ ID NO: NO: 1041) GTGGAGTTTCTTGG 1040) ACAGGGGCCGCGG GGCT (SEQ ID NO: 1039) ITGA9 NM_002207.2 CATGTCTCCAACCT AGTTGGCTGCGTC GGTGATATTGAT CCTTTGTATATGGC CACGGACTCGCC GGGCTGAAAGTG GAGTCCGTGGACGC ATATACAAAGGA ACACTCCAGGTC AGCCAACTTCATTC GGTTGGAGACAT ATCCAGCTGAAT AGCTGGATGACCTG G (SEQ ID NO: GA (SEQ ID NO: GAGTGTCACTTTCA 1043) 1044) GCCCATCAATATCA CC (SEQ ID NO: 1042) ITGAV NM_002210.2 TTTCTTCCGATTCC TCTTCAGTCTCAG GACCATTGTTTC AAACTGGGAGCAC GGTTCTCCTTGTG TCAGCTCATAGA AAGGAGAACCCTG CTCCCAGTTTGGA TGTGCTGAACAA AGACTGAAGAAGA ATCGGAAGAAA CTGGCCCAACAT TGTTGGGCCAGTTG (SEQ ID NO: 1046) CT (SEQ ID NO: TTCAGCACATCTAT 1047) GAGCTGAGAAACA ATGGTC (SEQ ID NO: 1045) ITGAX NM_000887.3 CCCCTCAGCCTGTT GTGTATGTAAAC CATATGAGGCAT GGCTTCTGTTCACC CCTTGCAGCTGGT GGAACAATCGGT AGCTGCAAGGGTTT GAACAGAAGCCA GCACGACATTTT ACATACACGGCCAC ACAGGCTGAGGG GGATGGCGGTGG CGCCATCCAAAATG (SEQ ID NO: 1049) CC (SEQ ID NO: TCGTGCACCGATTG 1050) TTCCATGCCTCATA TG (SEQ ID NO: 1048) ITGB2 NM_000211.2 CATCGACCTGTACT GGTCATCAAGCA CGGAGCAGGTCG ATCTGATGGACCTC TGGAGTAGGAGA CCACCTAGCTTC TCCTACTCCATGCT GGTCCATCAGAT TTGACATTCCTG TGATGACCTCAGGA AGTAC (SEQ ID A (SEQ ID NO: ATGTCAAGAAGCTA NO: 1052) 1053) GGTGGCGACCTGCT CCGGGCCCTCAACG AG (SEQ ID NO: 1051) ITPKB NM_002221.3 GTGGCCTCCTGGCA GGCAGTAAGGCT CCTACAAGATAC TCATTTGTTATTGC TGTTTCAGAGGC CCACACTACATT CTCTGAAACAAGCC AATAACAAATGA GGAGAAGCAGG TTACTGCCTGGAGG TGCCAGGAGGCC AATCTAAGCCCT GCTTAGATTCCTGC AC (SEQ ID NO: CCA (SEQ ID NO: TTCTCCAATGTAGT 1055) 1056) GTGGGTATCTTGTA GG (SEQ ID NO: 1054) JAK1 NM_002227.1 GAGAACACCAAGC TCATCAACGGTG AATTGGTGAAAT TCTGGTATGCTCCA ATGGTGCGATTTG AGAACCTCATCC AATCGCACCATCAC GAGCATACCAGA GGTAGTGGAGCC CGTTGATGACAAGA GCTTGGTGTTCTC GGAGGGACATCT TGTCCCTCCGGCTC (SEQ ID NO: 1058) TG (SEQ ID NO: CACTACCGGATGAG 1059) GTTCTATTTCACCA ATT (SEQ ID NO: 1057) JAK2 NM_004972.2 CTCCTCCCGCGACG GCCATTCCCATGC GATATATAGAAG GCAAATGTTCTGAA AGAGTCTTTTTCA AGGTGGATGTTC AAAGACTCTGCATG GAACATTTGCCGT CCTCCATTTCTG GGAATGGCCTGCCT CGCGGGAGGAG TCATCGTAAGGC TACGATGACAGAA (SEQ ID NO: 1061) AG (SEQ ID NO: ATGGAGGGAACAT 1062) CCACCTCTTCTATA TATC (SEQ ID NO: 1060) JAK3 NM_000215.2 GTGCTGCTGAAGGT AATGACTCCATG CGGTACGACACT CATGGATGCCAAGC CAGTTCTTGTGCT TGGCTCATCAAG ACAAGAACTGCAT TGGCATCCATGA CTCGCTGCTTCC GGAGTCATTCCTGG CCTTCAGCAG AGG (SEQ ID NO: AAGCAGCGAGCTT (SEQ ID NO: 1064) 1065) GATGAGCCAAGTGT CGTACCGGCATCTC GTGC (SEQ ID NO: 1063) KCNJ1 NM_153766.1 GGAGGTGCTTTGGG CCTTTGTCTTGGA CACTTCCACTGT GCTACCGTTTTGCT TACTATGGGAGC CTTGCTAAAGTT CCCATAGTATCCAA AAAACGGTAGCC ATGGAAATCCAC GACAAAGGAAGGG CCAAAGCACCTC TCGGTATTTCCC AAATACCGAGTGG C (SEQ ID NO: TT (SEQ ID NO: ATTTCCATAACTTT 1067) 1068) AGCAAGACAGTGG AAGTG (SEQ ID NO: 1066) KCNK12 NM_022055.1 CCAGGGGCTCTACC ACACGCCGAGCA CACCTGCTTGAT GCCTGGGCAACTTC GGATGAAGAGGA GAGGATGGAGA CTCTTCATCCTGCT AGTTGCCCAGGC TGACGTTGAAGA CGGCGTGTGCTGCA GGTA (SEQ ID NO: GCGAGTAAATGC TTTACTCGCTCTTC 1070) AGC (SEQ ID NO: AACGTCATCTCCAT 1071) CCTCATCAAGCAGG TG (SEQ ID NO: 1069) KCNMA1 NM_001014797.1 TATTGAGTACCTCA CTTTGGGGAAGTT GACAGCCCTTAA AGCGGGAATGGGA ATGAAGCGTCTC ATCAGCCCGACT GACGCTTCATAACT CCATTCCCGCTTG TAATGGCGTACC TCCCCAAAGTGTCC AGGTACTCAATA AGGCAATATGGA ATATTGCCTGGTAC (SEQ ID NO: 1073) CA (SEQ ID NO: GCCATTAAGTCGGG 1074) CTGATTTAAGGGCT GTC (SEQ ID NO: 1072) KCNQ3 NM_004519.2 GTATGAGACTGTCT TAGCAAATGTCTC ACATCCAGCAGC CGGGAGACTGGCTT CAGTAACAGAAG CCAGATCCTCAA CTGTTACTGGAGAC CCAGTCTCCCGA AGCAAACTCGGC ATTTGCTATTTTCA GACAGTCTCATA TCCAAAGATGAA TCTTTGGAGCCGAG C (SEQ ID NO: AA (SEQ ID NO: TTTGCTTTGAGGAT 1076) 1077) CTGGGCTGCTGGAT GT (SEQ ID NO: 1075) KCP NM_001135914.1 TATGCCAATGGGCA CAGGCATGGCAA CAGTCAACCAAG GAACTTCACGGATG GGGCTGTCTGCAT GAGCATGTCACA CAGACAGCCCTTGC CCGTGAAGTTCTG GTTCCATCCTGA CATGCCTGCCACTG (SEQ ID NO: 1079) CAGTGG (SEQ ID TCAGGATGGAACTG NO: 1080) TGACATGCTCCTTG GTTGACTGCCCTCC CA (SEQ ID NO: 1078) KDM4C NM_015061.2 ATTCTCCACCCAAT AATAAGGAGACT GGAATACCATAA GCCTTCCTTGAAGA TGTTCCATCCTCT CAACTTGCATGA GGATGGAACAAGT TCAAGGAAGGCA ACCCGTACGCAG CTCCTTATTTCCTGT TTGGGTGGAGAA CACTTTGCACAG GCAAAGTGCTGCGT T (SEQ ID NO: GA (SEQ ID NO: ACGGGTTCATGCAA 1082) 1083) GTTGTTATGGTATT CC (SEQ ID NO: 1081) KDR NM_002253.2 CAATCACACAATTA CACTCACTTCCAT CTTTGAAATGGG AAGCGGGGCATGT AATCGTCAGTAC ATTGGTAAGGAT ACTGACGATTATGG ATGCCCCGCTTTA GACAGTGTAATT AAGTGAGTGAAAG ATTGTGTGATTG TCCTGTGTCTCTT AGACACAGGAAAT (SEQ ID NO: 1085) T (SEQ ID NO: TACACTGTCATCCT 1086) TACCAATCCCATTT CAAAG (SEQ ID NO: 1084) KIAA1147 NM_001080392.1 CCAGGTGGGAGTG TTTTGCATGGATA TGCTGAGCCTAC GAATTCAGGTTTGG CCAACGAGCCCC AGAATTGAAAAT GGCTCGTTGGTATC AAACCTGAATTC GCCCTCTTGAAC CATGCAAAATATGA CACTCCCACCTGG AGGCCTTTGTCA CAAAGGCCTGTTCA (SEQ ID NO: 1088) TA (SEQ ID NO: AGAGGGCATTTTCA 1089) ATTCTGTAGGCTCA GCA (SEQ ID NO: 1087) KIAA1274 NM_014431.2 AGGAAAGCCTGTCT TTTTTTTTTCCTG ACTTCGGCCTCC TTGGTTAGGCTCGT CAGAAGTACACG TCCCCTTTTCAA GTACTTCTGCAGGA AGCCTAACCAAA ATATCATGACCA AAAAAAAAAAAGG GACAGGCTTTCCT ATGACACATCCT ATGTGTCATTGGTC (SEQ ID NO: 1091) TT (SEQ ID NO: ATGATATTTGAAAA 1092) GGGGAGGAGGCCG AAGT (SEQ ID NO: 1090) KIF11 NM_004523.3 CAGACCATTTAATT CTACTATTGAATG AGCCAATCCTCC TGGCAGAGCGGAA GGCGCTAGCTTTC AGTTCGTACACT AGCTAGCGCCCATT CGCTCTGCCAAAT AACTTCTTTTCG CAATAGTAGAATGT TAAATGGTCTG TACAGGATCACA GATCCTGTACGAAA (SEQ ID NO: 1094) TT (SEQ ID NO: AGAAGTTAGTGTAC 1095) GAACTGGAGGATT GGCT (SEQ ID NO: 1093) KIF14 NM_014875.2 TGATCGAGCAATCC GCTCAAAAGCAC GGTACAAGGCA AGTCACTTACTATT ATGCAGTCTGAA GTAAATCACTCA CAGACTGCATGTGC TAGTAAGTGACT GCCAGTGTTTCA TTTTGAGCAGCTAG GGATTGCTCGATC TTAGCACTACTA TAGTGCTAATGAAA A (SEQ ID NO: GCT (SEQ ID NO: CACTGGCTGAGTGA 1097) 1098) TTTACTGCCTTGTA CC (SEQ ID NO: 1096) KIF15 NM_020242.2 AACCACCTCAAGTT TCACAGGGTGTA AGTTGATTCAAA TCTGATGAACATTC TATGGATGCAGA GCCTTGAAGTAG TGCATCCATATACA ATGTTCATCAGA GCCACTTAATAG CCCTGTGACAGTCA AACTTGAGGTGG CAGACTGCTGAC GCAGTCTGCTATTA TT (SEQ ID NO: TG (SEQ ID NO: AGTGGCCTACTTCA 1100) 1101) AGGCTTTGAATCAA CT (SEQ ID NO: 1099) KIF18A NM_031217.3 CATAGACTTGCAAT CTCCTTTTCTCCA CACGATGGAGCC GTTGAAAACTCGTC GGTAGGAGCGAC AATTAGTATTCT GCTCCTACCTGGAG GAGTTTTCAACAT CATCAAATTGCT AAAAGGAGGGAGG TGCAAGTCTATG TCAATTCCTCCT AGGAATTGAAGCA (SEQ ID NO: 1103) CC (SEQ ID NO: ATTTGATGAGAATA 1104) CTAATTGGCTCCAT CGTG (SEQ ID NO: 1102) KIF18B NM_001080443.1 TCCAAGCAGCCAAC GGTCTCAAACTCT CCAGGCTCAATT CTCCTGACGCCCGA GTGATCATGTCG TTTTCCTCTTGCA CATGATCACAGAGT GGCGTCAGGAGG CCAGCTGCTGTA TTGAGACCCTACAG TTGG (SEQ ID NO: G (SEQ ID NO: CAGCTGGTGCAAG 1106) 1107) AGGAAAAAATTGA GCCTGGGGCAGAG GCCTT (SEQ ID NO: 1105) KIF20A NM_005733.2 GCAGGCTTCCCTAT TTTTAAATTACGC CGCAGAGCACA CTGATTGGCCGAAC GCTGCGTTCGTTC ACTCCGCCCACG GAACGCAGCGCGT GGCCAATCAGAT AGGTGCAGCTTT AATTTAAAATATTG AGGGAAGCCTGC GTTACAGATACA TATCTGTAACAAAG (SEQ ID NO: 1109) ATA (SEQ ID NO: CTGCACCTCGTGGG 1110) CGGAGTTGTGCTCT GCG (SEQ ID NO: 1108) KIF23 NM_138555.1 TGTGTGGATGATTT ATGACCTGGAAG TATGATGTAGCT CTCGAAAGCCATGC ACTGCTTCTGGCA GAGGTCCGTGAT CAGAAGCAGTCTTC TGGCTTTCGAGA TTTCAACAAAGC CAGGTCATCTTGTA AATCATCCACAC TGGAGTTCTACA GAACTCCAGCTTTG A (SEQ ID NO: AG (SEQ ID NO: TTGAAAATCACGGA 1112) 1113) CCTCAGCTACATCA TA (SEQ ID NO: 1111) KIF2C NM_006845.3 CCTGCTCTAACGGG CTCCTCTTCCTTG CTGATCTGAGTC GCGCTGATTCCAGG GATAAATTGCCT ATGGCTTCGTTA CAATTTATCCAAGG GGAATCAGCGCC AAGCTGGACATC AAGAGGAGGAACT CCGTTAGAGCAG TGGGAAGACAGT GTCTTCCCAGATGT G (SEQ ID NO: TC (SEQ ID NO: CCAGCTTTAACGAA 1115) 1116) GCCATGACTCAGAT CAG (SEQ ID NO: 1114) KIF4A NM_012310.3 GGAGCAAAGCATG CAGAATGCTCTG CCCTCATCATCA GACATCGAGGATCT AACAATATTTTAG TCACCATCACCA AAAATATTGTTCAG ATCCTCGATGTCC TCCTCATGCTCA AGCATTCTGTGAAT ATGCTTTGCTCC TTCA (SEQ ID NO: GAGCATGAGGATG (SEQ ID NO: 1118) 1119) GTGATGGTGATGAT GATGAGGGGGATG ACGAG (SEQ ID NO: 1117) KIF6 NM_145027.4 GGACTTCAGCATTT CTATTTTCTTGTG GAAGATTTCAAA TGGGGAAAAGATC GAGCAAACTGGA AGCCTCCTGGCA CAGTTTGCTCCACA TCTTTTCCCCAAA TCCTAATGACAT AGAAAATAGGAAT ATGCTGAAGTCC TTCCTCTCTCATT GAGAGAGGAAATG (SEQ ID NO: 1121) C (SEQ ID NO: TCATTAGGATGCCA 1122) GGAGGCTTTTGAAA TCTTC (SEQ ID NO: 1120) KLHL5 NM_015990.4 GTGGGGAGAGATT ACATTTTCATCAC TTGAGTACCTTC GCTAAAAAGGAGT CCTAGAAGGAAA ACCATGTTGTGC TTCCTTCTAGGGTG CTCCTTTTTAGCA AATCATCCCCAA ATGAAAATGTTCTG ATCTCTCCCCAC TAAGTAGTTCCA GAACTACTTATTGG (SEQ ID NO: 1124) GA (SEQ ID NO: GGATGATTGCACAA 1125) CATGGTGAAGGTAC TCAA (SEQ ID NO: 1123) KPNA2 NM_002266.2 TGATGATCCAGAAG TAAGGTAGGAAA CACAACTCCTGT TATTAGCAGATACC TAGCCCAGCAGG TTTCACCACCAT TGCTGGGCTATTTC TATCTGCTAATAC GCCAATTCGTTC CTACCTTACTGATG TTCTGGATCATCA ATTTGGACCATC GTCCAAATGAACG (SEQ ID NO: 1127) AG (SEQ ID NO: AATTGGCATGGTGG 1128) TGAAAACAGGAGT TGTG (SEQ ID NO: 1126) KRAS NM_033360.2 CATGGACTGTGTCC GACTAACCAATG AGATTGTATCTT CCACGGTCATCCAG CATGACAACACT GTTGAGCTATCC TGTTGTCATGCATT GGATGACCGTGG AAACTGCCCTAG GGTTAGTCAAAATG GGACACAGTCCA TCCCTCCCCATT GGGAGGGACTAGG TG (SEQ ID NO: TT (SEQ ID NO: GCAGTTTGGATAGC 1130) 1131) TCAACAAGATACA ATCT (SEQ ID NO: 1129) KYNU NM_003937.2 TAAGTGGGCCAAA AAGGACGCTTCC TCCTACAATGTC ATAGCAGCCTATGG CCACTTCATGACC CTTCATAAGGCC TCATGAAGTGGGG ATAGGCTGCTATT TACAATACTCTC AAGCGTCCTTGGAT TTGGCCCACTTA ATCTCCTGTAAT TACAGGAGATGAG (SEQ ID NO: 1133) CC (SEQ ID NO: AGTATTGTAGGCCT 1134) TATGAAGGACATTG TAGGA (SEQ ID NO: 1132) LAMB1 NM_002291.2 TTGCCAGGAGCTGC AACACAGGCAAG TATCCTGAGGCA TACCAAGATCCTGT CTGTAAAGTAAC CAGTCGTCACAT TACTTTACAGCTTG AGGATCTTGGTA CTGGAACCAATG CCTGTGTTTGTGAT GCAGCTCCTGGC TATCCAGGATCA CCTGGATACATTGG AA (SEQ ID NO: CA (SEQ ID NO: TTCCAGATGTGACG 1136) 1137) ACTGTGCCTCAGGA TA (SEQ ID NO: 1135) LAMP3 NM_014398.3 GGTCTCTGCCTTAT TGACACCTTAGG TATTTTCATTCCC GGGTATGGGTGTCT CGGATTTTATAGA CCCGGGCAACAA ATAAAATCCGCCTA CACCCATACCCAT TTAGATTCTCTG AGGTGTCAATCATC AAGGCAGAGACC GTATCCAGATGA TGGATACCAGAGA (SEQ ID NO: 1139) T (SEQ ID NO: ATCTAATTGTTGCC 1140) CGGGGGGAATGAA AATA (SEQ ID NO: 1138) LANCL1 NM_006055.1 AATGCCTATGCCTT TACTTCATGTCCT GTTCTCCATACT CCTGACACTCTACA GTGTGAGGTTGT CTAAGCACCATT ACCTCACACAGGAC AGAGTGTCAGGA CAGCAAACTTAC ATGAAGTACCTGTA AGGCATAG (SEQ AGGCCCTATACA TAGGGCCTGTAAGT ID NO: 1142) GG (SEQ ID NO: TTGCTGAATGGTGC 1143) TTAGAGTATGGAGA AC (SEQ ID NO: 1141) LAT NM_001014987.1 TGTGTAATAGAATA ACAGACGCACGC CACACAGAGAC AAGGCCTGCGTGTG TCAACACAGACA ATCTCCAAATCT TCTGTGTTGAGCGT CACGCAGGCCTTT CTGACTCAGACT GCGTCTGTGTGTGC ATTCTATTACACA CGCACACAGGCA CTGTGTGCGAGTCT (SEQ ID NO: 1145) CAC (SEQ ID NO: GAGTCAGAGATTTG 1146) GAGATGTCTCTGTG TG (SEQ ID NO: 1144) LAT2 NM_014146.3 TGCAGAGCTGATTA CCCCAGCTCTTCC GAGATACTTTTT AACAGTGTTGTGAC CATGAGACAGTC CTGGCAACATTT TGTCTCATGGGAAG ACAACACTGTTTA CTGACTCAAGGT AGCTGGGGCCCAG ATCAG (SEQ ID CCCTCTGGG AGGGACCTTGAGTC NO: 1148) (SEQ ID NO: 1149) AGAAATGTTGCCAG AAAAAGTATCTCCT CCA (SEQ ID NO: 1147) LDHA NM_005566.1 CAGAATGGAATCTC TCTTCCTCAGAAG GCTCCTTTTGGA AGACCTTGTGAAGG TCAGAGTCACCTT TCCCCCAAAGTG TGACTCTGACTTCT CACAAGGTCTGA TATCTGCACTCT GAGGAAGAGGCCC GATTCCATTCTG TCTTCAAACGGG GTTTGAAGAAGAGT (SEQ ID NO: 1151) CC (SEQ ID NO: GCAGATACACTTTG 1152) GGGGATCCAAAAG GAGC (SEQ ID NO: 1150) LHFPL3 NM_199000.2 TGTGCTTGGCTGTA TTACTTCATCTGA CCAAGAGTGTAC TGATTTTCCCTGAT GTCCCAGCCATC TTGTCTGTCTTTT GGCTGGGACTCAG AGGGAAAATCAT CTCCACACATCC ATGAAGTAAAACG ACAGCCAAGCAC GTT (SEQ ID NO: GATGTGTGGAGAA A (SEQ ID NO: 1155) AAGACAGACAAGT 1154) ACACTCTTGGGGCT TGCTCA (SEQ ID NO: 1153) LHX2 NM_004789.3 TAGAGGCTTTGAGC TTTCCAGGCGAG ACACCGCTGCAT AACTAACTAACCAC ATCCTAAAATGT TAGCCGGGCGCA ATTTTAGGATCTCG GGTTAGTTAGTTG CACTTCTTTTTTT CCTGGAAACAGAG CTCAAAGCCTCTA TACCTCTG (SEQ GTAAAAAAAAGAA (SEQ ID NO: 1157) ID NO: 1158) GTGTGCGCCCGGCT AATGCAGCGGTGTG GACC (SEQ ID NO: 1156) LIMA1 NM_001113547.1 AACTACATCCTGAA AAAGTGCTCTGTT AGATCTCTCTAA CTCGACGTCCTGAG GTATTATACCTCA GCACCGAAGAGT GTATAATACAACAG GGACGTCGAGTT GTAGGTTGGTTT AGCACTTTTTGAGG CAGGATGTAGTT TTCAATTGCCTC CAATTGAAAAACC (SEQ ID NO: 1160) AA (SEQ ID NO: AACCTACACTCTTC 1161) GGTGCTTAGAGAG ATCT (SEQ ID NO: 1159) LIMD1 NM_014240.2 AAGGCAAGTCTCA TAAAAACAGGTG TCTCTCAGTATG GGAACCCATGCAG CAAGCGATGTAC CGGGCAGCTCTT GTACATCGCTTGCA CTGCATGGGTTCC CCCAAAAGCCCG CCTGTTTTTAGCTT TGAGACTTGCCTT TCATTAAATAAG ATTTAATGACGGGC (SEQ ID NO: 1163) C (SEQ ID NO: TTTTGGGAAGAGCT 1164) GCCCGCATACTGAG AGAC (SEQ ID NO: 1162) LMAN2 NM_006816.2 CTTTTGTTGTTGGG TCACTGTTGCCGT CCTTGGTAGGGC GTCTGTGACTGCGG CAGTTATATCCGC TTAATGAGCGAA ATATAACTGACGGC AGTCACAGACCC TGCTCCCGCTTG AACAGTGAACATCT CAACAACAAAAG AGATGT (SEQ ID CAAGCGGGAGCAT (SEQ ID NO: 1166) NO: 1167) TCGCTCATTAAGCC CTACCAAGGGGTCG GTT (SEQ ID NO: 1165) LMO2 NM_005574.3 AAGCATTTCTGTGT ACTATGTCAGAG CCTATATCATCC AGGTGACAGATAC TTGATGAGGAGG CATTGATCTTAG CTCCTCATCAACTC TATCTGTCACCTA TCCACTCGTAGA TGACATAGTGTGCG CACAGAAATGCT TGTCCTGTTCGC AACAGGACATCTAC T (SEQ ID NO: AC (SEQ ID NO: GAGTGGACTAAGA 1169) 1170) TCAATGGGATGATA TAGG (SEQ ID NO: 1168) LOC643529 XR_041961.1 CCATTATGTCTCCA ACTTTCTGTGTCA CGCCTTCCTGCG TATCAGACTCTGTT CTTGTACCCAACA CTTTTGTGTTTCA GGGTACAAGTGAC GAGTCTGATATG GCTAGTTTGAGA ACAGAAAGTCATCT GAGACATAATGG TG (SEQ ID NO: CAAACTAGCTGAA (SEQ ID NO: 1172) 1173) ACACAAAAGCGCA GGAAGGCGGAAGG GAAGGC (SEQ ID NO: 1171) LOXL2 NM_002318.2 GGTTTGCCATCCTC CGCGTTTACTCTT TGGAGAAAGCA CTCTAGTTAAAAGT TTCCCCCTTACTT AGCACCAAGCGT AAGGGGGAAAAGA TTAACTAGAGGA AGGTAGCCGCGC GTAAACGCGCGACT GGATGGCAAACC GCTGGAGTCG CCAGCGCGCGGCTA (SEQ ID NO: 1175) (SEQ ID NO: 1176) CCTACGCTTGGTGC TTGCTTTCTCCAGC CAT (SEQ ID NO: 1174) LPCAT3 NM_005768.5 TGCCACCGGCAACT TCAGAACACAAT ATCTTTCCCTCC ACGATATCAAGTGG GTGGCATTGTCCA GTCAAAGTAGTC ACAATGCCACATTG CTTGATATCGTAG AACAGCCAAACC TGTTCTGACTTTGA TTGCCGGTGGCA AATCAGCTTCAA AGCTGATTGGTTTG (SEQ ID NO: 1178) AG (SEQ ID NO: GCTGTTGACTACTT 1179) TGACGGAGGGAAA GAT (SEQ ID NO: 1177) LRMP NM_006152.2 TCCATCAGAAAGGC ACAATGAATGCA ACTTCTGGAATA TAATAAGGCCCTCT ATAGAGAGCCAG ATTGGCCTGTGA GGCTCTCTATTGCA AGGGCCTTATTA GGAAGCTCATCA TTCATTGTACTGTT GCCTTTCTGATGG AAGCTGCAAACA TGCAGCTTTGATGA A (SEQ ID NO: GT (SEQ ID NO: GCTTCCTCACAGGC 1181) 1182) CAATTATTCCAGAA GT (SEQ ID NO: 1180) LRP3 NM_002333.3 GCCAGGAGGCCTTC GATGAAGGCAGG CTGGAGGCGTCT CGCCTCTGTGGCTC TGGGATGGCGGA GAGTGGAAGAA CGCCATCCCACCTG GCCACAGAGGCG AATCCAGACATG CCTTCATCTCTGCC GAAG (SEQ ID NO: GTCGCGGGCAGA CGCGACCATGTCTG 1184) (SEQ ID NO: 1185) GATTTTCTTCCACT CAGACGCCTCCAGC TC (SEQ ID NO: 1183) LRPPRC NM_133259.3 AAAATGTGAGTGTG GGCTAGATAAGG GATATTTGAACA GTACAGAGGAAAT GGGTCTTACCTAT GCTAGTCCTTTG AGGTAAGACCCCCT TTCCTCTGTACCA TAACACCCCCCC TATCTAGCCCTCTC CACTCACATTTT GCTGCTGCCGAG GGCAGCAGCGGGG (SEQ ID NO: 1187) AG (SEQ ID NO: GGGTGTTACAAAG 1188) GACTAGCTGTTCAA ATATC (SEQ ID NO: 1186) LRRC15 NM_001135057.2 CTGCCTTCTCTGGC TCTTGAGCGCCAT AAACTGGGCCAG TTTCCTGCTATACA GTGAATATGTGT TTGTCCAGAGAA CATATTCACATGGC ATAGCAGGAAAG AGACACACGTTG GCTCAAGAAGTTAG CCAGAGAAGGCA CCATGAGCCTAA GCTCATGGCAACGT G (SEQ ID NO: CT (SEQ ID NO: GTGTCTTTCTCTGG 1190) 1191) ACAACTGGCCCAGT TT (SEQ ID NO: 1189) LRRC33 NM_198565.1 GTGTGCCAAGACTC CAGAGAAAGTGT GAAACTTCAATT GAAATTCGGTCCGC CCTGTTGTGTGCG CGTCAGACTTGG ACACAACAGGACA GACCGAATTTCG CCTCTGCATCAC CTTTCTCTGCCAGC AGTCTTGGCACA ATCTTGAAAGCT TTTCAAGATGTGAT C (SEQ ID NO: GG (SEQ ID NO: GCAGAGGCCAAGT 1193) 1194) CTGACGAATTGAAG TTTC (SEQ ID NO: 1192) LTBP2 NM_000428.2 CATCTCTCCCAGCT ATGGAGGCAATG CGGTGGCTGAAG TAGCCTCTGGCTGT ACCGAAGCTTAC CATTAAAGCGAT AAGCTTCGGTCATT AGCCAGAGGCTA TGGTGGTGCTTG GCCTCCATGCCCTT AGCTGGGAGAGA AGCCAAGCAAG GCTTGGCTCAAGCA TG (SEQ ID NO: GGC (SEQ ID NO: CCACCAATCGCTTT 1196) 1197) AATGCTTCAGCCAC CG (SEQ ID NO: 1195) LYPD6B NM_177964.3 AAACTGTGTGAACG ACCAAGTGCAAG AAGCAAACCACT GTGAACTTTGGAGT ATTGATCTTCACT GGCTTTCGCCTT GAAGATCAATCTTG CCAAAGTTCACC GAGGTCCAATGT CACTTGGTGAAGAG GTTCACACAGTTT GCACTCTTC (SEQ TGCACATTGGACCT (SEQ ID NO: 1199) ID NO: 1200) CAAGGCGAAAGCC AGTGGTTTGCTTGG ATA (SEQ ID NO: 1198) LYZ NM_000239.2 ATGATGGCAAAAC ACTGCAGGATAA ACCCTCTTTGCA CCCAGGAGCAGTTA ATGACAGGCATT CAAGCTACAGCA ATGCCTGTCATTTA AACTGCTCCTGG TCAGCGATGTTA TCCTGCAGTGCTTT GGTTTTGCCATCA TCTTGCAGCAAA GCTGCAAGATAAC T (SEQ ID NO: GC (SEQ ID NO: ATCGCTGATGCTGT 1202) 1203) AGCTTGTGCAAAGA GGGT (SEQ ID NO: 1201) MACROD2 NM_080676.5 CTATAGAGGTGACA CGGCATTGACTAT TCTATGAATACA TCACATTGCTAGAG AGCATCTACCTCT GCCATCCACACC GTAGATGCTATAGT AGCAATGTGATG TCCTCCTCCAAG CAATGCCGCAAATG TCACCTCTATAG AAGACTGGCATT CCAGTCTTCTTGGA (SEQ ID NO: 1205) TG (SEQ ID NO: GGAGGAGGTGTGG 1206) ATGGCTGTATTCAT AGA (SEQ ID NO: 1204) MAL NM_002371.2 GCCTTCGCGTCCGG ACAGCAGTTGGA CGAACAAGAAG GTTGGGAGCTTGCT GGTTAGACACAG GTCCCCTTTCAC GTGTCTAACCTCCA CAAGCTCCCAAC AAACAGGAGGT ACTGCTGTGCTGTC CCGGACGCGAAG GACCCTAGCAGA TGCTAGGGTCACCT (SEQ ID NO: 1208) CAGC (SEQ ID CCTGTTTGTGAAAG NO: 1209) GGGACCTTCTTGTT CG (SEQ ID NO: 1207) MALT1 NM_006785.2 AGTGTTGATGGCGT GTTGGTTCAACAC CAGCAACACACT CTCTGAATCCAAGT AGATTTGCAACTT GTAAAACCAATG TGCAAATCTGTGTT GGATTCAGAGAC TGCTGCCTGGCA GAACCAACTTCCCA GCCATCAACACT TCAGCTTTTGGG AAAGCTGATGCCA (SEQ ID NO: 1211) AA (SEQ ID NO: GGCAGCACATTGGT 1212) TTTACAGTGTGTTG CTG (SEQ ID NO: 1210) MAML3 NM_018717.4 TGGAAGCCATCAAC AGAAGCTGAAGG CCACTGTTCTGC AATTTGCCCAGTAA CAGTGGCATGTT AAGGGCAAAGA CATGCCACTGCCTT ACTGGGCAAATT AGGTTTCAGGTC CAGCTTCTCCTCTT GTTGATGGCTTCC AAGTTGGTGAAG CACCAACTTGACCT A (SEQ ID NO: AGG (SEQ ID NO: GAAACCTTCTTTGC 1214) 1215) CCTTGCAGAACAGT GG (SEQ ID NO: 1213) MAP3K1 NM_005921.1 ACTTCAGAGACTTC CACATTTGACTAG TTCCAACAGTGT TCCAGCCAGTTGTA GATGGTGTCTAC TGATATGGACAG GACACCATCCTAGT AACTGGCTGGAG CTGACTTGTGCG CAAATGTGCAGATG AAGTCTCTGAAG GCTATTGGCATC CCAATAGCCGCACA T (SEQ ID NO: TG (SEQ ID NO: AGTCAGCTGTCCAT 1217) 1218) ATCAACACTGTTGG AA (SEQ ID NO: 1216) MAP3K8 NM_005204.2 CTGGCTACTTCAAT TCAGCCATATTCA AGCCTCCAGGAG CTTGTTCGGGGACC AGCGTTGGTGGT ATCAATGCTGTC ACCAACGCTTGAAT CCCCGAACAAGA TTAATTTAGAGC ATGGCTGAAGGAT TTGAAGTAGCCA AAACATGGCATC GCCATGTTTGCTCT G (SEQ ID NO: CT (SEQ ID NO: AAATTAAGACAGC 1220) 1221) ATTGATCTCCTGGA GGCT (SEQ ID NO: 1219) MAP4K4 NM_004834.3 GATGCCTACATCAG CCCAGCCCATTGT CAAGTGACCAGT TAGCATATATTCGA CTGATTGGATCG TTCCACAGATCG TCCAATCAGACAAT AATATATGCTACT GATCTCTATGGC GGGCTGGGGAGAG GATGTAGGCATC CTTCTCTC (SEQ AAGGCCATAGAGA (SEQ ID NO: 1223) ID NO: 1224) TCCGATCTGTGGAA ACTGGTCACTTGGA TGGT (SEQ ID NO: 1222) MAPK10 NM_002753.2 GTATTCATACAGCA CTGAGGACACTG ACATGAAATGGA CTACTTACTTAGAG ACAGTAGCATCT CCATGTGGTACC ATGCTACTGTCAGT CTAAGTAAGTAG CCAGTGCATTAT GTCCTCAGGGCTCT TGCTGTATGAATA GTCTTGGTAGAG ACCAAGACATAAT C (SEQ ID NO: CC (SEQ ID NO: GCACTGGGGTACCA 1226) 1227) CATGGTCCATTTCA TGT (SEQ ID NO: 1225) MAPKAPK5 NM_003668.2 GCGAAGAAAGATC TCCACTCTTCCTC GACCTTCAGGAG ATGACAGGCAGTTT TGGGAACTCAAA CTTCCTCACAAC TGAGTTCCCAGAGG ACTGCCTGTCATG ATCTTTGGCCAT AAGAGTGGAGTCA ATCTTTCTTCGC CTCTGAGATCTG GATCTCAGAGATGG (SEQ ID NO: 1229) AC (SEQ ID NO: CCAAAGATGTTGTG 1230) AGGAAGCTCCTGA AGGTC (SEQ ID NO: 1228) MARCKS NM_002356.5 CCACCACCCCCACC CAACAGCGGCAG TGTAACGACGGG CCCCTCCCTCCGGT CGGCACACACAC GCGAGCAGCAG GTGTGTGCCGCTGC CGGAGGGAGGG CAGCGGCGGCG CGCTGTTGCCGCCG (SEQ ID NO: 1232) G (SEQ ID NO: CCGCTGCTGCTGCT 1233) CGCCCCGTCGTTAC ACCAACCCGAGGCT CT (SEQ ID NO: 1231) MARCKSL1 NM_023009.5 CAGCTTCCCAAGTT AGGGCCAGGGAC GAAGAAAACCA AGGTTAGTGATGTG AGGAGCATTTCA ACAACTGCCTTA AAATGCTCCTGTCC CATCACTAACCTA TGCAGGGGTGGG CTGGCCCTACCTCC ACTTGGGAAGCT GACAGGGAAGG TTCCCTGTCCCCAC G (SEQ ID NO: AGGT (SEQ ID CCCTGCATAAGGCA 1235) NO: 1236) GTTGTTGGTTTTCTT C (SEQ ID NO: 1234) MAST2 NM_015112.1 ATGCTCCTCACAGG CAGCTGTAGGCT ATCTGGTACGCT AAAAGCTGCATCA GGAAAGGCAACT CTCTGTGCTGAA GTTGCCTTTCCAGC GATGCAGCTTTTC ATGCTTCGTCAA CTACAGCTGATGAG CTGTGAGGAGCA AAAGTGCAGCTC CTGCACTTTTTGAC T (SEQ ID NO: AT (SEQ ID NO: GAAGCATTTCAGCA 1238) 1239) CAGAGAGCGTACC AGAT (SEQ ID NO: 1237) MATR3 NM_001194954.1 AAGGAGTGGAGTC TGGCATCGACGA GTCCTGTATCAT AACATATCAATGGA CTGTGACTTGCTC TGTCAGGATTCC GCAAGTCACAGTCG CATTGATATGTTG ATTCTGGGTAGA TCGATGCCAGCTTC ACTCCACTC (SEQ TTTCAAGAAGAA TTCTTGAAATCTAC ID NO: 1241) GC (SEQ ID NO: CCAGAATGGAATCC 1242) TGACAATGATACAG GAC (SEQ ID NO: 1240) MCL1 NM_021960.3 GCTGTAACTTCCTA ACTTGCTTTTCTG GGGAGCACTCTT GAGTTGCACCCTAG GCTAGGTTGCTA CCCATGTATTTA CAACCTAGCCAGA GGGTGCAACTCT TTCTTGTTAGCC AAAGCAAGTGGCA AGGAAGTTACAG ATAATCCTCTTG AGAGGATTATGGCT C (SEQ ID NO: CC (SEQ ID NO: AACAAGAATAAAT 1244) 1245) ACATGGGAAGAGT GCTCCC (SEQ ID NO: 1243) MCM10 NM_018518.3 AATAACTTCTTGAC AGCTCATCAAAT CATCATCAGCCT GCGGGAAAATGGC GCGTCGGGCTCG CTTCTGTATAAG GAGCCCGACGCATT CCATTTTCCCGCG ATTCACCGTCGC TGATGAGCTCTTTG TCAAGAAGTTATT CGTCGGCATCAA ATGCCGACGGCGA (SEQ ID NO: 1247) AG (SEQ ID NO: CGGTGAATCTTATA 1248) CAGAAGAGGCTGA TGATG (SEQ ID NO: 1246) MCM7 NM_182776.1 TGGGAAATATCCCT TGTGTTCTCTCCT CAAGAAAATACC CGTAGTATCACGGT TCTACCAGCACC AGTGACGCTGAC GCTGGTAGAAGGA GTGATACTACGA GTGGTCTCCAGG GAGAACACAAGGA GGGATATT (SEQ CTGGGCAATCCT TTGCCCAGCCTGGA ID NO: 1250) (SEQ ID NO: 1251) GACCACGTCAGCGT CACTGGTATTTTCT TGCC (SEQ ID NO: 1249) MDFIC NM_199072.2 CAATAGCCACTTCA TTCCCCAAATGG CTGAGGCAAGCG CACATGGAGAGAT ACTGGTCTTGCAT CTGAGGTTGGGT GCAAGACCAGTCC CTCTCCATGTGTG TCTAATGAGTTC ATTTGGGGAAATCC AAGTGGCTATTG ACCATCCGAAGG TTCGGATGGTGAAC (SEQ ID NO: 1253) AT (SEQ ID NO: TCATTAGAACCCAA 1254) CCTCAGCGCTTGCC TCAG (SEQ ID NO: 1252) MDM2 NM_002392.2 GATCTACAGGAACT CTGAGTCCGATG TTGATCACTCCC TGGTAGTAGTCAAT ATTCCTGCTGATT ACCTTCAAGGTG CAGCAGGAATCATC GACTACTACCAA ACACCTGTTCTC GGACTCAGGTACAT GTTCCTGTAGATC ACTCACAGATGT CTGTGAGTGAGAAC (SEQ ID NO: 1256) AC (SEQ ID NO: AGGTGTCACCTTGA 1257) AGGTGGGAGTGAT CAA (SEQ ID NO: 1255) MFAP5 NM_003480.2 CTCATCTCATTGTT CTCCCTGGAAAG TCCTCTTACGCT TCAGCGGAGGCCA GACTTCAGATTTG GTTCCTACTTTG AATCTGAAGTCCTT GCCTCCGCTGAA GCTGGCGAATAA TCCAGGGAGTGGCT ACAATGAGATGA GATGAACAGAG CTGTTCATCTTATT G (SEQ ID NO: CCA (SEQ ID NO: CGCCAGCCAAAGT 1259) 1260) AGGAACAGCGTAA GAGGA (SEQ ID NO: 1258) MFNG NM_002405.2 CGAACAGGACCAG CATCTGGGCCCC AAATGAGCAAA ATTTTGTTTGGAGC GGCATGCTGAGG AAGGATCATCAC CTCAGCATGCCGGG CTCCAAACAAAA AATTGGCTGGGA GCCCAGATGATGG TCTGGTCCT (SEQ CCCGTTATGCTC AGCATAACGGGTCC ID NO: 1262) CAT (SEQ ID NO: CAGCCAATTGTGAT 1263) GATCCTTTTTGCTC ATTT (SEQ ID NO: 1261) MFSD2A NM_001136493.1 GTTGGGATCTCATC TCCATGAGGGCC CACTGATGCCAG AGCAGTGCCATTTC ACCAAGATGAGA CTGCCACAGCTA TCATCTTGGTGGCC AATGGCACTGCT CCGCATATGTAA CTCATGGAGAGTAA GATGAGATCCCA TGATGAGGTTAC CCTCATCATTACAT AC (SEQ ID NO: TC (SEQ ID NO: ATGCGGTAGCTGTG 1265) 1266) GCAGCTGGCATCAG TG (SEQ ID NO: 1264) MGC87042 NM_001164460.1 CAGGCTATACTGAC GTGGCCTGAAAG GAAATTTGGTGT TGGAAGCCTGGTAG TTGCACAAAGCT GCCTACCAGTTG CTTTGTGCAACTTT ACCAGGCTTCCA TGTCTTGGCCAG CAGGCCACTAAACT GTCA (SEQ ID NO: TTTA (SEQ ID NO: GGCCAAGACACAA 1268) 1269) CTGGTAGGCACACC AAATTTCTGGCAGG AGC (SEQ ID NO: 1267) MIR17HG NR_027349.1 TGGACCTAACTGCA TTCCTTTTCAGCA CATTTTCCTCCTC CCAGTAGCTTTTCT AGTATTCTCAGA TTCTGGCTTCCA GAGAATACTTGCTG AAAGCTACTGGT CTTAGCAAATAC AAAAGGAAGTTTTC GCAGTTAGGTCC CATTCCAGAAAA TGGAATGGTATTTG A (SEQ ID NO: C (SEQ ID NO: CTAAGTGGAAGCC 1271) 1272) AGAAGAGGAGGAA AATG (SEQ ID NO: 1270) MKI67 NM_002417.2 AGCAGATGTAGAG CTGATGGCATTA GTCTTTCTCTTCA GGAGAACTCTTAGC GATTCCTGCACGC CCTACTGATGGT GTGCAGGAATCTAA TAAGAGTTCTCCC TTAGGCGTGTGC TGCCATCAGCAGGC TCTACATCTG ATGGCTTTGCCT AAAGCCATGCACA (SEQ ID NO: 1274) G (SEQ ID NO: CGCCTAAACCATCA 1275) GTAGGTGAAGAGA AAGAC (SEQ ID NO: 1273) MLL2 NM_003482.3 CCAACATTAATTTT GCTTGACCAGTCT CAGCTGCTGGAA CCTAATCTCAAGCA GGGTAGTCTTGCT CCTTTCTCCAGA AGACTACCCAGACT TGAGATTAGGAA GCTTCATGATTT GGTCAAGCCGTTGC AATTAATGTTGG GTTTGCAACG AAACAAATCATGA (SEQ ID NO: 1277) (SEQ ID NO: 1278) AGCTCTGGAGAAA GGTTCCAGCAGCTG ACAA (SEQ ID NO: 1276) MLLT10 NM_004641.2 CTGAGCGGCAAAG TCCAGTGACACG AAACGCAACAG CCCGAATGGTCTCT GGCCGGTCGCTA CCTCCAATCATC AGCGACCGGCCCGT GAGACCATTCG TCCTTCATACTA GTCACTGGAGGAC (SEQ ID NO: 1280) TGGGAGACCTCG GAGGTCTCCCATAG TCC (SEQ ID NO: TATGAAGGAGATG 1281) ATTGGAGGCTGTTG CGTTT (SEQ ID NO: 1279) MME NM_000902.2 GGATTGTAGGTGCA TAGGGCTGGAAC CCAAAGGAATAT AGCTGTCCAGAGA AAGGACTCTTTTC TGCAAATACCCA AAAGAGTCCTTGTT TCTGGACAGCTTG AGGTCACCCTGT CCAGCCCTATTCTG CACCTACAATCC CAGGAGTGGCA CCACTCCTGACAGG (SEQ ID NO: 1283) GAA (SEQ ID NO: GTGACCTTGGGTAT 1284) TTGCAATATTCCTT TGG (SEQ ID NO: 1282) MMP1 NM_002421.2 CAACTTACATCGTG AGAGTCCAAGAG ACTGAAGGTGTA TTGCGGCTCATGAA AATGGCCGAGTT GCTAGGGTACAT CTCGGCCATTCTCT CATGAGCCGCAA CAAAGCCCCGAT TGGACTCTCCCATT CACGATGTAAGT ATCAGTAGAATG CTACTGATATCGGG TG (SEQ ID NO: GG (SEQ ID NO: GCTTTGATGTACCC 1286) 1287) TAGCTACACCTTCA GT (SEQ ID NO: 1285) MMP2 NM_004530.2 CCCGGAGGGGCCT AATGCTGATTAG CACCGGGAGGA GGCAGCCGTGCCTT CTGTAGAGCTGA GCCACTCTCTGG CAGCTCTACAGCTA AGGCACGGCTGC AATCTTAAATTA ATCAGCATTCTCAC CAGG (SEQ ID NO: CCAGGTAGGAGT TCCTACCTGGTAAT 1289) GAG (SEQ ID NO: TTAAGATTCCAGAG 1290) AGTGGCTCCTCCCG GTG (SEQ ID NO: 1288) MMP9 NM_004994.2 CACTACTGTGCCTT AGATGTTCACGTT CCCATCCTTGAA TGAGTCCGGTGGAC GCAGGCATCGTC CAAATACAGCTG GATGCCTGCAACGT CACCGGACTCAA GTTCCCAATCTC GAACATCTTCGACG AGGCACAG (SEQ CGCGATGGCGTC CCATCGCGGAGATT ID NO: 1292) GA (SEQ ID NO: GGGAACCAGCTGT 1293) ATTTGTTCAAGGAT GGG (SEQ ID NO: 1291) MMRN2 NM_024756.2 GCCAAGGATGGGC TTTCCAGGGAAG CATGTGGTTACA TGGAGGTCATTCAG AGACAGACCAAC GGGAAGCCACGT TTGGTCTGTCTCTT TGAATGACCTCC ACACCACACCAT CCCTGGAAACCTTC AGCCCATCC (SEQ CTTTGCAGAAGG TGCAAAGATGGTGT ID NO: 1295) (SEQ ID NO: 1296) GGTGTACGTGGCTT CCCTGTAACCACAT GGG (SEQ ID NO: 1294) MNDA NM_002432.1 CCAACGGCAGGTG TCACTGGGTCGTT TTCTGGGGACTC GATGCAAGAAGAA TTGGGGAACATTT GTATTTAAATGG ATGTTCCCCAAAAC CTTCTTGCATCCA CGCTGTTGCTTT GACCCAGTGACAGT CCTGCCGTTGG CAGTACCACCAC GGTGGTACTGAAA (SEQ ID NO: 1298) TG (SEQ ID NO: GCAACAGCGCCATT 1299) TAAATACGAGTCCC CAGAA (SEQ ID NO: 1297) MOBKL2C NM_145279.4 TTCTCTTACCCAGA GCAGAGGGATGA TCTCCAACCCCC GATGCCCATGAGCT GTAAAATGTCAG AGGAGGACACG GACATTTTACTCAT CTCATGGGCATCT TATAATACAGGC CCCTCTGCCTCCAA CTGGGTAAGAGA CTTCTTGGAG GAAGGCCTGTATTA A (SEQ ID NO: (SEQ ID NO: 1302) TACGTGTCCTCCTG 1301) GGGGTTGGAGATG ATC (SEQ ID NO: 1300) MPEG1 XM_937323.1 GCTGTGAAGCGCTA AGATCTGTGCAG CGCAGGAGCCAT TTATACATTCAACA CCAGGGTAGGTG CATCCGTGTTGG CCTACCCTGGCTGC TTGAATGTATAAT CCTGAAAATTGA ACAGATCTCAATTC AGCGCTTCA (SEQ AGTTGGGAGAAT TCCCAACTTCAATT ID NO: 1304) TG (SEQ ID NO: TTCAGGCCAACACG 1305) GATGATGGCTCCTG CG (SEQ ID NO: 1303) MS4A1 NM_152866.2 CTTCTGATGATCCC CACACAGTCACA CCAGGAGTGATC AGCAGGGATCTATG CAGATGGGTGCA CGGAAATAATAT CACCCATCTGTGTG TAGATCCCTGC ACATAATGCCTC ACTGTGTGGTACCC (SEQ ID NO: 1307) CCCAGAGAGGGT TCTCTGGGGAGGCA AC (SEQ ID NO: TTATGTATATTATTT 1308) CCGGATCACTCCTG G (SEQ ID NO: 1306) MST1R NM_002447.1 CCACTTTGGAGTTG GATTCTGGGCCTG CTGCTGCATCTC TCTACCACGGAGAA GTCTATGTATTCT TGTGATGCGACT TACATAGACCAGGC CCGTGGTAGACA TAGTGACTTGAT CCAGAATCGAATCC ACTCCAAAGTG GGCACATTGGAT AATGTGCCATCAAG (SEQ ID NO: 1310) TC (SEQ ID NO: TCACTAAGTCGCAT 1311) CACAGAGATGCAG CAG (SEQ ID NO: 1309) MSX2 NM_002449.4 GCCGCTGCCGGGTT TGCCCTACGTAGC GTCGGGCGAAA GCCAGCGGAGTCG TCCCGACGCGCG ACAAGTCATTGC CGCGTCGGGAGCTA ACTCCGCTGGCA CTTTGGACGGAG CGTAGGGCAGAGA ACCCG (SEQ ID AAGCCATGACTT AGTCATGGCTTCTC NO: 1313) CTC (SEQ ID NO: CGTCCAAAGGCAAT 1314) GACTTGTTTTCGCC CGAC (SEQ ID NO: 1312) MTHFD2 NM_006636.3 TGGAGGTGTTGGCC TAATGGTATTCTT AGACTTCAGCAC CCATGACAGTGGCA CATTAGCATTGCC TTCTCGCTCTTC ATGCTAATGAAGA ACTGTCATGGGG AAGCCTCAGCAC ATACCATTATTGCT CCAACACCTCCA CTTTTTTGCAGC GCAAAAAAGGTGC (SEQ ID NO: 1316) AA (SEQ ID NO: TGAGGCTTGAAGA 1317) GCGAGAAGTGCTG AAGTCT (SEQ ID NO: 1315) MTUS2 NM_001033602.2 AACCTGCAAACAC GGTTCCTAATTCG GAAGTCAGTATT AAATTCAGTTACAG GACAGCTAAGCT GCTGTGTAACTG CTTAGCTGTCCGAA GTAACTGAATTTG CATTTAGCAGGT TTAGGAACCGCTTA TGTTTGCAGGTT GCGGCTATGTAA CATAGCCGCACCTG (SEQ ID NO: 1319) GC (SEQ ID NO: CTAAATGCAGTTAC 1320) ACAGCAATACTGAC TTC (SEQ ID NO: 1318) MUC16 NM_024690.2 TCTTCTAGACACAG ATATGGCTGGGG CTGCAGAGCTTC GTTTTCCCAGGTCA TCCCCGCATTTGA TGAGCTCCCTGA AATGCGGGGACCC CCTGGGAAAACC AACTCCAAAATT CAGCCATATCTCCC TGTGTCTAGAAG TCTCAGGGTGGG ACCCTGAGAAATTT A (SEQ ID NO: AG (SEQ ID NO: TGGAGTTTCAGGGA 1322) 1323) GCTCAGAAGCTCTG CAG (SEQ ID NO: 1321) MYB NM_005375.2 AACTGTTGCATGGA ACCACAGTTTCTG AGTGCTGGCCAT TCCTGTGTTTGCAA TCTCCCCAGTTGC CTTGCATCAAAT CTGGGGAGACAGA AAACACAGGATC GTTCTTAAGGCA AACTGTGGTTGATA CATGCAACAGTT GTGACTGGCTAT GCCAGTCACTGCCT (SEQ ID NO: 1325) CA (SEQ ID NO: TAAGAACATTTGAT 1326) GCAAGATGGCCAG CACT (SEQ ID NO: 1324) MYBL1 XM_034274.14 GGCAAACGCTGTGT TCTCTGCAAATTC ACTGGTAACGTC TATCCTCTTTGCAG TGGGATGGTCTG ACTCCATGCTAC ACCATCCCAGAATT CAAAGAGGATAA AGGATCAGATTC TGCAGAGACTCTAG CACAGCGTTTGCC AATAAGTTCTAG AACTTATTGAATCT (SEQ ID NO: 1328) AG (SEQ ID NO: GATCCTGTAGCATG 1329) GAGTGACGTTACCA GT (SEQ ID NO: 1327) MYC NM_002467.3 TCGGACACCGAGG CGCTCCAAGACG TCTGGTCACGCA AGAATGTCAAGAG TTGTGTGTTCGCC GGGCAAAAAAG GCGAACACACAAC TCTTGACATTCTC CTCCGTTTTAGC GTCTTGGAGCGCCA CTCGGTG (SEQ ID TCGTTCCTCCTCT GAGGAGGAACGAG NO: 1331) GG (SEQ ID NO: CTAAAACGGAGCTT 1332) TTTTGCCCTGCGTG ACCAGA (SEQ ID NO: 1330) MYD88 NM_002468.3 ACGTTTTTCTAGGT ATGGGACTTTCCC TAGATGAGTGCC ACAGCTCCCAGGA ACCTAGCTGTTCC CAATTTTTGTTC ACAGCTAGGTGGG TGGGAGCTGTAC AGGGACATGGTT AAAGTCCCATCACT CTAGAAAAACGT AGGCTCCCTCAG GAGGGAGCCTAAC (SEQ ID NO: 1334) TG (SEQ ID NO: CATGTCCCTGAACA 1335) AAAATTGGGCACTC ATCTA (SEQ ID NO: 1333) MYO7A NM_001127180.1 CGACGCCTTCGTAA CCACAATCCACA TCACATCCTGGG AGGGGATCTACGG CGAACAGCCGCC AGGGAGGCTTGT GCGGCTGTTCGTGT CGTAGATCCCCTT AAATTGCTGCGT GGATTGTGGACAA TACGAAGG (SEQ TGATCTTGT (SEQ GATCAACGCAGCA ID NO: 1337) ID NO: 1338) ATTTACAAGCCTCC CTCCCAGGATGTGA AGAAC (SEQ ID NO: 1336) MZT2B NM_025029.3 TTGAAAGAGGCATT CCAGCCCAGTGC TGATAGACTGCA TACCGAGCGCCCAA CAGGCATACATT TTGGTCGTGCTC TGTATGCCTGGCAC GGGCGCTCGGTA GCTTAGGTGGCA TGGGCTGGGTGCTG AATG (SEQ ID NO: GCAC (SEQ ID CCACCTAAGCGAGC 1340) NO: 1341) ACGACCAATGCAGT CTATCAGGGAGGCC CA (SEQ ID NO: 1339) NAIF1 NM_197956.3 GATTGGCCTTGGCC TTATTAAAGAGG CAGGAGCCCAAC TTAGACCGGCCACG GAGCTGTGCACG AAATTCCTCTTC TGCACAGCTCCCTC TGGCCGGTCTAA TCAAAAACAGTG TTTAATAAACGCTT GGCCAAGG (SEQ CAACCCCTAAGC AGGGGTTGCACTGT ID NO: 1343) GT (SEQ ID NO: TTTTGAGAAGAGGA 1344) ATTTGTTGGGCTCC TG (SEQ ID NO: 1342) NANS NM_018946.3 TTCCTTATCTGGAA GGAGATCACCAT TTCACGATCTGA AAGACAGCCAAAA TGGGCGACCTTTT TAAACTTGCTTC AAGGTCGCCCAATG TTGGCTGTCTTTT ATGGTGTCCATT GTGATCTCCAGTGG CCAGATAAGGAA GACTGCATCCCA GATGCAGTCAATGG (SEQ ID NO: 1346) CT (SEQ ID NO: ACACCATGAAGCA 1347) AGTTTATCAGATCG TGAA (SEQ ID NO: 1345) NASP NM_172164.1 TTTGGCTGTGAGCC ACTAGGTGGATA CAGGTTTTCAGA AGGCCTAGGATGGT TAGGACAAGAAC GTTCTTTTTCCA TCTTGTCCTATATC CATCCTAGGCCTG GGACAGAATTAT CACCTAGTCTTCAC GCTCACAGCCAA AGCCCCAGGTGA CTGGGGCTATAATT A (SEQ ID NO: AG (SEQ ID NO: CTGTCCTGGAAAAA 1349) 1350) GAACTCTGAAAACC TG (SEQ ID NO: 1348) NBN NM_002485.4 GACTACAAAGAATT TTAATCCTGTACT TTCATCAACTGA ACTGTGATCCTCAG GGGATGGCCCTG CACGCCTTGTGA GGCCATCCCAGTAC AGGATCACAGTA AAGGCTTGGTCC AGGATTAAAGACA ATTCTTTGTAGTC TGGAGTTGTTGT ACAACTCCAGGACC (SEQ ID NO: 1352) CT (SEQ ID NO: AAGCCTTTCACAAG 1353) GCGTGTCAGTTGAT GAA (SEQ ID NO: 1351) NCAPG NM_022346.3 GTATTGCACCATCA CTTGGTGCGCCCT TTTTCAGCTAAA GCAAAGACTTTGCC ACAATTTTTGGCA ACCTGATAAGCC AAAAATTGTAGGG AAGTCTTTGCTGA AGCTTTCTGACA CGCACCAAGGATGT TGGTGCAATAC GCCTCTTTCACA GAAAGAGGCTGTC (SEQ ID NO: 1355) TC (SEQ ID NO: AGAAAGCTGGCTTA 1356) TCAGGTTTTAGCTG AAAA (SEQ ID NO: 1354) NCAPH NM_015341.3 TGCTACTATTCTGA TAGCTCTCCAATT AAGCTGGACCAG CCAAGTCCACTTTG CTGGTTCTCCAAA AGTGTCAACATT GAGAACCAGAATT GTGGACTTGGTC GTAGTTGAAATC GGAGAGCTACCAC AGAATAGTAGCA TGTAGGAAGGGT CCTTCCTACAGATT (SEQ ID NO: 1358) GG (SEQ ID NO: TCAACTACAATGTT 1359) GACACTCTGGTCCA GCTT (SEQ ID NO: 1357) NCF2 NM_000433.2 GCCACTAAGGCAG AGAGAGAAGACA AGGGACATGATT CCCTGCTAGGGGAG GGTTGGAGCGTC AGGTAGAAACTA ACGCTCCAACCTGT TCCCCTAGCAG GGAGGCCAAGA CTTCTCTCTGTCTCC (SEQ ID NO: 1361) GAGCTGCCAGGA TGGCAGCTCTCTTG GAC (SEQ ID NO: GCCTCCTAGTTTCT 1362) ACCTAATCATGTCC CT (SEQ ID NO: 1360) NCRNA00158 NR_024027.2 AGTAGGATCCAGA TGCTCATCCTTAA TGATCTGCACAT GCCATTTTGGAACT TCCTTGGTAAAGT GGCCTCCAAAGT TTACCAAGGATTAA TCCAAAATGGCT GATATTTAGACT GGATGAGCACAGA CTGGATCCTACT CTTGATGTGATC TCACATCAAGAGTC (SEQ ID NO: 1364) TG (SEQ ID NO: TAAATATCACTTTG 1365) GAGGCCATGTGCA GATCA (SEQ ID NO: 1363) NDST4 NM_022569.1 GGCTCCATCTGACT ATCCAGGTACTA CTGAGAAGTAGC TAAAAACTTTGCAG GGCATCTTCTCTG AAAGTAAGTTAG AGAAGATGCCTAGT CAAAGTTTTTAAG CCATCTTTCTAT ACCTGGATGGTATG TCAGATGGAGC GTGGACTGCATA CAGTCCACATAGAA (SEQ ID NO: 1367) CC (SEQ ID NO: AGATGGCTAACTTA 1368) CTTTGCTACTTCTC AG (SEQ ID NO: 1366) NEBL NM_006393.1 GGGGTGGCATTCAC TTTCGGTTTTGTC CAGATATCCCCA TTAGGGTCTGACTT ATAGCTGTGAAG AGACCCGTACAT CACAGCTATGACAA TCAGACCCTAAG CTTAGCACTTCC AACCGAAAAAGCA TGAATGCCACCC TCGCAGTTTTGC AAACTGCGAGGAA C (SEQ ID NO: TT (SEQ ID NO: GTGCTAAGATGTAC 1370) 1371) GGGTCTTGGGGATA TCTG (SEQ ID NO: 1369) NECAP2 NM_018090.1 CTCTCCTCTCCTCCT GCCAAACATGCC GGTTGCATACTT TGTCTGGCTCTGTT CGGTTTGTCAACA GAATCCCAGGAA GACAAACCGGGCA GAGCCAGACAAG ACAGTGTGACAC TGTTTGGCAGTAAA GAGGAGAGGAGA GGTGCCAATTTA TTGGCACCGTGTCA G (SEQ ID NO: CT (SEQ ID NO: CACTGTTTCCTGGG 1373) 1374) ATTCAAGTATGCAA CC (SEQ ID NO: 1372) NEIL1 NM_024608.2 TTAGCAGGAGGCTC GGCAAGACAATA TGCACCTTCAGA TCCTTGCTTGCACT AGAAAGGGTGAG TATTGCCTGCTC CACCCTTTCTTATT TGCAAGCAAGGA CCAAAAATTCAG GTCTTGCCCTGCAT GAGCCTCCTGCTA ACCCCCAGATGC CTGGGGGTCTGAAT A (SEQ ID NO: AG (SEQ ID NO: TTTTGGGAGCAGGC 1376) 1377) AATATCTGAAGGTG CA (SEQ ID NO: 1375) NEK6 NM_014397.3 GCATCGGGAAGCA AGAAGATGGCCC ATTCAAGGAGGT GGAGCATCTTCTTG AGCCTGGCTGCC GACGAAGTTCCT GCAGCCAGGCTGG AAGAAGATGCT GGTACACAGCAG GCCATCTTCTCCTG (SEQ ID NO: 1379) GTGTCCAGG GACACCTGCTGTGT (SEQ ID NO: 1380) ACCAGGAACTTCGT CACCTCCTTGAATG CTGG (SEQ ID NO: 1378) NEU3 NM_006656.5 TGGTTCTAAGATTT CAGGCACTATGC TTGACATCAGAG CTCATCTTCTCATC TTGTCCTAGGGAT TCCTTTATGCAG CCTAGGACAAGCAT GAGAAGATGAGA CCAGGACTTACT AGTGCCTGCATGCT AATCTTAGAACC GATCATGAAGCA TCATGATCAGTAAG A (SEQ ID NO: TG (SEQ ID NO: TCCTGGCTGCATAA 1382) 1383) AGGACTCTGATGTC AA (SEQ ID NO: 1381) NFATC1 NM_172390.1 CCAGTACCAGCGTT GAAAGATGGCGT GCGTCTTTAGAA TCACCTACCTTCCC TACCGTTGGCGG AAAGCACCCCAC GCCAACGGTAACG GAAGGTAGGTGA GCGCTCATGTTC CCATCTTTCTAACC AACGCTGGTACT ACGGCTTACGGT GTAAGCCGTGAAC GG (SEQ ID NO: TA (SEQ ID NO: ATGAGCGCGTGGG 1385) 1386) GTGCTTTTTCTAAA GACGC (SEQ ID NO: 1384) NFIL3 NM_005381.2 CCTTTCTTTCTCCTC CTCCTTCGTTATC TCTACCGTCTGG GCCGGCCCGAGAG GTGTTCCTGCTCT GATAAATCCGTC CAGGAACACGATA CGGGCCGGCGAG AGGCTCCTTATT ACGAAGGAGGCCC GAGAAAGAAAGG GAATGAAGTTGG AACTTCATTCAATA (SEQ ID NO: 1388) GC (SEQ ID NO: AGGAGCCTGACGG 1389) ATTTATCCCAGACG GTAGA (SEQ ID NO: 1387) NFKBIA NM_020529.1 GGATGAGGAGAGC CCTCTGTGAACTC GCCTCCAAACAC TATGACACAGAGTC CGTGAACTCTGA ACAGTCATCATA AGAGTTCACGGAGT CTCTGTGTCATAG GGGCAGCTCGT TCACAGAGGACGA C (SEQ ID NO: (SEQ ID NO: 1392) GCTGCCCTATGATG 1391) ACTGTGTGTTTGGA GGCCAGCGTCTGAC GTTA (SEQ ID NO: 1390) NFKBIZ NM_001005474.1 ATTTGGTTCCCGAT CTTCAGGATACGT CCAAGCTAATGG GGCCCTGTGGGAG CGGATCTGTTCTC AGCTAATACGGT AACAGATCCGACGT CCACAGGGCCAT GGAGCTCTCTGC ATCCTGAAGGGAA CGGGAACCAAAT TGAATGGACTTT AGTCCATTCAGCAG (SEQ ID NO: 1394) CC (SEQ ID NO: AGAGCTCCACCGTA 1395) TTAGCTCCATTAGC TTGG (SEQ ID NO: 1393) NHLH2 NM_005599.3 CTCTGGCTCTCCCA ACAGTGACAAGG TTGGAGATGCTT CCCTCTTCCCGTCT AAGCAGAGAAAG GGAGAAAGGTT TTCTCTGCTTCCTTG ACGGGAAGAGGG GGTGAAAAGTG TCACTGTTACTCCA TGGGAGAGCCAG AACGTCTCCTGG GGAGACGTTCACTT AG (SEQ ID NO: AGTA (SEQ ID TTCACCAACCTTTC 1397) NO: 1398) TCCAAGCATCTCCA A (SEQ ID NO: 1396) NIPA2 NM_001008860.1 AACGATTTCTCAGG GCTCAGAGGAAG GCAGGATGTGCT TTGAGATGATCACC CCGGATTCACGG GGCTTGATGAGG GTGAATCCGGCTTC TGATCATCTCAAC TGCTAAGGCCAT CTCTGAGCATTCGA CTGAGAAATCGT CGAAT (SEQ ID TGGCCTTAGCACCT T (SEQ ID NO: NO: 1401) CATCAAGCCAGCAC 1400) ATCCTGCCTGCTGT TG (SEQ ID NO: 1399) NOC3L NM_022451.9 GTTGAGATTGTACT TTTCTGCGCTTAG GGGTACAAAGG CCAGTGCCTTGATG TTAGCATGACATC CGTTTGATGAAG TCATGCTAACTAAG AAGGCACTGGAG GCAAGAGCTCGC CGCAGAAAGCAAG TACAATCTCAAC TGCTGAGAAACT TTTCTCAGCAGCGA (SEQ ID NO: 1403) TGC (SEQ ID NO: GCTCTTGCCTTCAT 1404) CAAACGCCTTTGTA CCC (SEQ ID NO: 1402) NOP14 NM_003703.1 CTGATCCACAAACA CGGATTTCTCGAA TTCCATGATTTC CAAGCGTGAATTTA CGGCCCCTTTAAA TGAGAGTTGCAT AAGGGGCCGTTCG TTCACGCTTGTGT CCTCGCCAGGAA AGAAATCCGCAAG TTGTGGATCAG CTGATTGTCCTT GACAATCAGTTCCT (SEQ ID NO: 1406) G (SEQ ID NO: GGCGAGGATGCAA 1407) CTCTCAGAAATCAT GGAAC (SEQ ID NO: 1405) NOP56 NM_006392.2 TTCTCTATGCGTGT ACCAGCTCCGGA CAATAAACTGGG CAGGGAGTGGTAC AAGTGATACCCG CAAGACGGCAGT GGGTATCACTTTCC TACCACTCCCTGA ATGTGGCATTGT GGAGCTGGTGAAG CACGCATAGAGA CGTTGATGATCT ATCATCAACGACAA A (SEQ ID NO: TC (SEQ ID NO: TGCCACATACTGCC 1409) 1410) GTCTTGCCCAGTTT ATTG (SEQ ID NO: 1408) NOTCH1 NM_017617.3 CTGCCAGGCTTCAC GGACAATCGTCG TCCACACAGGCA CGGCCAGAACTGTG ATATTTTCCTCAC CCCCCGTTCTTG AGGAAAATATCGA AGTTCTGGCCGGT CAGTTGTTTCCT CGATTGTCCAGGAA GAAGCCTGGCAG (SEQ ID NO: 1413) ACAACTGCAAGAA (SEQ ID NO: 1412) CGGGGGTGCCTGTG TGGACGGCGTGAA CACCT (SEQ ID NO: 1411) NOTCH2 NM_024408.2 TCCTGGTGAACAAG TTTCCAGAAAGA CGTGTTCTTGAA AACAGGAGGTGGC CTTTAGAGCCAG GCAGTGGTCTGA TGGCTCTAAAGTCT CCACCTCCTGTTC GTCTTGAACACA TTCTGGAAATTGAC TTGTTCACCAGGA CTGGCGGTTGTC AACCGCCAGTGTGT (SEQ ID NO: 1415) AA (SEQ ID NO: TCAAGACTCAGACC 1416) ACTGCTTCAAGAAC ACG (SEQ ID NO: 1414) NRG1 NM_004495.2 TACATCTACATCCA TCTCCGCACATTT GTCTTTCACCAT CCACTGGGACAAG TACAAGATGGCT GAAGCACTCCCC CCATCTTGTAAAAT TGTCCCAGTGGTG TCCATTCACACA GTGCGGAGAAGGA GATGTAGATGTA GAAAGTTTTCTC GAAAACTTTCTGTG (SEQ ID NO: 1418) CT (SEQ ID NO: TGAATGGAGGGGA 1419) GTGCTTCATGGTGA AAGAC (SEQ ID NO: 1417) NUF2 NM_145697.2 GACTTCCAGTAGGA AAACGTCAACCG AGGAAGACGGC GGCGGCAAGTTTGA TCATCACTTTTCA GAGTTCGGGGAG AAAGTGATGACGG AACTTGCCGCCTC CAGCTACAAGCA TTGACGTTTGCTGA CTACTGGAAGTC AAGTCAAAAATC TTTTTGACTTTGCTT (SEQ ID NO: 1421) AGC (SEQ ID NO: GTAGCTGCTCCCCG 1422) AACTCGCCGTCTTC CT (SEQ ID NO: 1420) NUP62 NM_016553.3 GGCACTGCAAAGA GAGAAAGAAAAC CTGGTTGGAAGG CGGCAACAACCAC CCTGTAGCAGGT GAGCCCCAAAAT ACCTGCTACAGGGT GTGGTTGTTGCCG TAAACCCTCCAG TTTCTTTCTCCACCT TCTTTGCAGTGCC TGCCAGAGGTG CTGGCACTGGAGG (SEQ ID NO: 1424) (SEQ ID NO: 1425) GTTTAATTTTGGGG CTCCCTTCCAACCA GCCA (SEQ ID NO: 1423) NUSAP1 NM_018454.6 TCAAGCGCTCTGCT AGCTGAAAACCT CTGGCTGGAGTC ATCTCTGCAGCTAA GACACCCGTTTTA TTGGTCAGTGAA AACGGGTGTCAGGT GCTGCAGAGATA CGCTTATGCTCA TTTCAGCTGCTACT GCAGAGCGCTTG TTATCTTTAGTA AAAGATAATGAGC A (SEQ ID NO: GC (SEQ ID NO: ATAAGCGTTCACTG 1427) 1428) ACCAAGACTCCAGC CAG (SEQ ID NO: 1426) OAS2 NM_016817.2 AAGCAAAGGAATG GTTTCCAGTCCCA CCACAACTTCCT GTTATCCTCTCCCT TCCTTGAAGCAG GGTGTCTGCATT GCTTCAAGGATGGG GGAGAGGATAAC GTCGGCACTTTC ACTGGAAACCCAAT CATTCCTTTGCTT CAAGGTGGTATT ACCACCTTGGAAAG (SEQ ID NO: 1430) GG (SEQ ID NO: TGCCGACAATGCAG 1431) ACACCAGGAAGTT GTGG (SEQ ID NO: 1429) OAS3 NM_006187.2 GAGTGCCTTAGACA AGGTAAGTTTTA CAATAATGAGGG GCCTGACTCTCCAC ACAGTGGTTTGTG AAGGCTCTTCCC AAACCACTGTTAAA GAGAGTCAGGCT ATCCCATTCAAT ACTTACCTGCTAGG GTCTAAGGCACT CTAGCATTCCTA AATGCTAGATTGAA C (SEQ ID NO: GC (SEQ ID NO: TGGGATGGGAAGA 1433) 1434) GCCTTCCCTCATTA TTG (SEQ ID NO: 1432) OPA1 NM_130837.1 CTGAGACCATATCC CACCATCCTCTGT GGAGCCATGCCT TTAAATGTAAAAGG AGTCCAGGGCCT GATGTCACAGTA CCCTGGACTACAGA TTTACATTTAAGG TTAATCACACCT GGATGGTGCTTGTT ATATGGTCTCAG GGTAAGTCAACA GACTTACCAGGTGT (SEQ ID NO: 1436) AG (SEQ ID NO: GATTAATACTGTGA 1437) CATCAGGCATGGCT CC (SEQ ID NO: 1435) OPN3 NM_014322.2 ACTCACCTCCTCCT AGGGACACCAGC CAGCCGTTCCTC GGTCAACATCAGCC AGGTCGCTGAGG AGGCAGGACAC TCAGCGACCTGCTG CTGATGTTGAC GAAGGTAAAGG GTGTCCCTCTTCGG (SEQ ID NO: 1439) TGACCCCGAAG GGTCACCTTTACCT (SEQ ID NO: 1440) TCGTGTCCTGCCTG AGGAACGGCTGGG TGT (SEQ ID NO: 1438) OSBPL3 NM_145320.1 AGAGGATTGAACA ATTTTCTTCTAAG CAAGAGTCATCG ACTGCAGAGAGAA ACCCGCCGCCTTT TCGGATTTCCTG AGGCGGCGGGTCTT CTCTCTGCAGTTG AAAAACCGAGG AGAAGAAAATCAT TTCAATCCTCT CTGGTGCTCCAC GTGGAGCACCAGC (SEQ ID NO: 1442) ATG (SEQ ID NO: CTCGGTTTTTCAGG 1443) AAATCCGACGATG ACTCTTG (SEQ ID NO: 1441) PA2G4 NM_006191.2 TGGATTGCTGGGGG CCAGAGGTACTG TTTAAAAACCTC TTTGTAGAGAAAGG AAATTTGTCACCT ATAAGTTAGTGG TGACAAATTTCAGT TTCTCTACAAACC GAGCCCTAGTTT ACCTCTGGCATGCT CCCAGCAATCCA CCTGGGACAGCA GTCCCAGGAAACTA (SEQ ID NO: 1445) TG (SEQ ID NO: GGGCTCCCACTAAC 1446) TTATGAGGTTTTTA AA (SEQ ID NO: 1444) PAG1 NM_018440.3 TCACATGATGGGGT GTGTAAGATGAC GCTGTAAGGTGC TCTTTAGTACATGG ATGGCTGTTACCA CTATAAAGGATG TAACAGCCATGTCA TGTACTAAAGAA TCACTACAGCAT TCTTACACACCTAG CCCCATCATGTGA TCACAATGCTAG CATTGTGAATGCTG (SEQ ID NO: 1448) GT (SEQ ID NO: TAGTGACATCCTTT 1449) ATAGGCACCTTACA GC (SEQ ID NO: 1447) PARM1 NM_015393.3 GACCATGCCTGGTG CATCCTTTCATCT TAATCTCCTGAT CCACAGCCATGGTT AGAAATGGAAAC TCTGATCCAAGA TCCATTTCTAGATG CATGGCTGTGGC GTCTTTGAGACC AAAGGATGGCCTA ACCAGGCATGGT TATGTCCTAGGC GGACATAGGTCTCA C (SEQ ID NO: (SEQ ID NO: 1452) AAGACTCTTGGATC 1451) AGAATCAGGAGAT TAGG (SEQ ID NO: 1450) PAX6 NM_001604.4 CTTTAACTAGGGGC TCCACTCTCACAA GGATTCCACGGG GCGCAGATGTGTGA TAAAAGGCCTCA GCTCGAATATGG GGCCTTTTATTGTG CACATCTGCGCG GGCTCTGAAATC AGAGTGGACAGAC CCCCTAGTTAAA TCGGATGTCTG ATCCGAGATTTCAG G (SEQ ID NO: (SEQ ID NO: 1455) AGCCCCATATTCGA 1454) GCCCCGTGGAATCC CGC (SEQ ID NO: 1453) PCNA NM_002592.2 GGTGTTGGAGGCAC TAATATCCCAGC CGAGTCCATGCT TCAAGGACCTCATC AGGCCTCGTTGAT CTGCAGGTTTAC AACGAGGCCTGCTG GAGGTCCTTGAG ACCGCTGGAGC GGATATTAGCTCCA TG (SEQ ID NO: (SEQ ID NO: 1458) GCGGTGTAAACCTG 1457) CAGAGCATGGACTC GTCCCACGTCTCTT TG (SEQ ID NO: 1456) PDCD1LG2 NM_025239.3 TGTGGAGCTGTGGC GAGGAAGATCAT AATAAAGCTGCT AAGTCCTCATATCA GTTCTGTATTTGA ATCTGGTGAAGC AATACAGAACATG TATGAGGACTTG TGCAATTCCAGG ATCTTCCTCCTGCT CCACAGCTCCAC CTCAACATTAGC AATGTTGAGCCTGG A (SEQ ID NO: AG (SEQ ID NO: AATTGCAGCTTCAC 1460) 1461) CAGATAGCAGCTTT ATT (SEQ ID NO: 1459) PDE4DIP NM_001002810.2 AGGAGAACTTCAG CATGCGCTCCTCC TAGATGTCCTCC CCTCAAGCTGCGCA AGGAAGTAGATG CGGCTGGCCTCA TCTACTTCCTGGAG CGCAGCTTGAG TACTTCTGTTG GAGCGCATGCAAC (SEQ ID NO: 1463) (SEQ ID NO: 1464) AGAAGTATGAGGC CAGCCGGGAGGAC ATCTACAAGCGGA ACATTGA (SEQ ID NO: 1462) PDE9A NM_001001567.1 CAGCAGGACCAAC TCTTGTGGTTATC GCAGGTACTTGG TGCCCCTGTAAGTA CAAAAAACTGTA GGTAAGTGGGA CAGTTTTTTGGATA CTTACAGGGGCA ACATCGCGTCGA ACCACAAGAAGTT GTTGGTCCTGCTG GGAGTCAACT GACTCCTCGACGCG (SEQ ID NO: 1466) (SEQ ID NO: 1467) ATGTTCCCACTTAC CCCAAGTACCTGCT CTCT (SEQ ID NO: 1465) PDGFRA NM_006206.3 TAGTGCTTGGTCGG TTCAACCACCTTC ACTGCAACTTTC GTCTTGGGGTCTGG CCAAACGCTCCA ATGACAGGTTGG AGCGTTTGGGAAG GACCCCAAGACC GACCGGCTTAAT GTGGTTGAAGGAA CGACCAAGCACT CCATAGGCTGTT CAGCCTATGGATTA A (SEQ ID NO: CC (SEQ ID NO: AGCCGGTCCCAACC 1469) 1470) TGTCATGAAAGTTG CAGT (SEQ ID NO: 1468) PDIA4 NM_004911.4 TGAAGCCAGTCATC GGGTCCCTTGTTG TTGGGGTCCATC AAATCCCAGCCAGT TTCTTGGGCACTG ACAATGGAGTCA GCCCAAGAACAAC GCTGGGATTTGAT AAGGTCTTTCCC AAGGGACCCGTCA GACTGG (SEQ ID ACCACGACCTTG AGGTCGTGGTGGG NO: 1472) AC (SEQ ID NO: AAAGACCTTTGACT 1473) CCATTGTGATGGAC CCCAA (SEQ ID NO: 1471) PDIA5 NM_006810.2 GCTACCCCACTTTC ATACTTTTCTGCG CGGAGGGCTCGA CACTACTACCACTA AACTTCCCATAGT ATATAATTGGTA TGGGAAGTTCGCAG GGTAGTAGTGGA AATCCCAATTCT AAAAGTATGACAG AAGTGGGGTAGC GTGCGGTCGCTG CGACCGCACAGAA (SEQ ID NO: 1475) TC (SEQ ID NO: TTGGGATTTACCAA 1476) TTATATTCGAGCCC TCCG (SEQ ID NO: 1474) PDK4 NM_002612.3 AATCAGAACACTG CCTGGGTCACAG AAATAAGGAGCT ATCCAATGAGGAAT AAACAAGCTCCA GGCCATCTGTTA GGAGCTTGTTTCTG TTCCTCATTGGAT ACTCCTGTAGTC TGACCCAGGAGAA CAGTGTTCTGATT TTGCACTAAGTT CTTAGTGCAAGACT (SEQ ID NO: 1478) CT (SEQ ID NO: ACAGGAGTTAACA 1479) GATGGCCAGCTCCT TATTT (SEQ ID NO: 1477) PDLIM1 NM_020992.2 GGATCCCAACAAG TAGTGACAGGAG TTTGTCACACAT CCCTCAGGATTCAG CTTTAACACTTCT AGGCAACTTCTG AAGTGTTAAAGCTC GAATCCTGAGGG AGCATTTCCAAT CTGTCACTAAAGTG CTTGTTGGGATC CGACGCAGCCAC GCTGCGTCGATTGG (SEQ ID NO: 1481) TT (SEQ ID NO: AAATGCTCAGAAGT 1482) TGCCTATGTGTGAC AAA (SEQ ID NO: 1480) PDLIM3 NM_001114107.2 CTTTGGGACAGAGT CTTTAATCCTGTC TAAGTGAGTTTC CCATGACTCATGCT CTGCGCATCAGC TCCCCTGTCAAT GATGCGCAGGACA ATGAGTCATGGA TTTGAGACACAG GGATTAAAGCAGC CTCTG (SEQ ID CTGGTGAGCTGC AGCTCACCAGCTGT NO: 1484) TG (SEQ ID NO: GTCTCAAAATTGAC 1485) AGGGGAGAAACTC ACTTA (SEQ ID NO: 1483) PDPN NM_006474.4 CTCCAGGAACCAGC CACCAGAGTTGT GTTGGCAGATCC GAAGACCGCTATA CAAGCCAGACTT TCGATGCGAATG AGTCTGGCTTGACA ATAGCGGTCTTCG CCTGTTACACTG ACTCTGGTGGCAAC CTGGTTCC (SEQ TTGACACTTGTT AAGTGTCAACAGTG ID NO: 1487) GC (SEQ ID NO: TAACAGGCATTCGC 1488) ATCGAGGATCTGCC AAC (SEQ ID NO: 1486) PECAM1 NM_000442.3 ATCTGCACTGCAGG TGGACTGTGTTGC GGGCATCATAAG TATTGACAAAGTGG TTTTCTTGACCAC AAATCCTGGGCT TCAAGAAAAGCAA TTTGTCAATACCT GGGAGAGCATTT CACAGTCCAGATAG GCAGTG (SEQ ID CACATACGACTA TCGTATGTGAAATG NO: 1490) TC (SEQ ID NO: CTCTCCCAGCCCAG 1491) GATTTCTTATGATG CCC (SEQ ID NO: 1489) PECR NM_018441.5 CATTGTCCCTACTA CAGCTCCAGAAT GGCCCATTCCAA AAGCTGGATTTCCA GCACAGCTAATG AGCTAAAGATTT TTAGCTGTGCATTC GAAATCCAGCTTT GGTGAGGTTGTA TGGAGCTGCAAGA AGTAGGGACAAT AACACCTGCTCT GCAGGTGTTTACAA G (SEQ ID NO: TG (SEQ ID NO: CCTCACCAAATCTT 1493) 1494) TAGCTTTGGAATGG GCC (SEQ ID NO: 1492) PGAM1 NM_002629.2 ATGGAAAAGCTCCC AACCCAAGTCAC GCTTAGCATGGT CTTATCCAACAGAG TACTTTTAAACTC TCCTCCCCAAAG TTTAAAAGTAGTGA TGTTGGATAAGG TCCTTAGTAAAC CTTGGGTTTTTGCG GGAGCTTTTCCAT AAAGCACTCGCA AGTGCTTTGTTTAC (SEQ ID NO: 1496) AA (SEQ ID NO: TAAGGACTTTGGGG 1497) AGGAACCATGCTA AGC (SEQ ID NO: 1495) PHAX NM_032177.3 GAAAAAAACATTC ACATAAGGTAAG ATGAGCCACTGC CCAGTGGCAGCCTG ACAGTCTTAGGC GCCGGCATATGT CCTAAGACTGTCTT AGGCTGCCACTG AACATTTTAAAT ACCTTATGTTAAGG GGAATGTTTTTTT ACCTGACTTCCT AAGTCAGGTATTTA C (SEQ ID NO: TA (SEQ ID NO: AAATGTTACATATG 1499) 1500) CCGGCGCAGTGGCT CAT (SEQ ID NO: 1498) PHC3 NM_024947.3 CTACATCTCCCACA CGTTTGGGACAT GAACGGCTTATT GGAAGTGTCACAC ACTTGACTGCTGT AACTGTGCAGGT AGCAGTCAAGTATG GTGACACTTCCTG GTAGGAGAAGT TCCCAAACGTCTAT TGGGAGA (SEQ ID GGAGAGGTTGAT CAACCTCTCCACTT NO: 1502) AGA (SEQ ID NO: CTCCTACACCTGCA 1503) CAGTTAATAAGCCG TTC (SEQ ID NO: 1501) PHF16 NM_014735.3 GTAGCCTTTGTCCC TTGCTTTTCCTCC TCTCCCAATGGC TTCATGCCTTTCAA CACTCAGAATTG ATTACATATGGA TTCTGAGTGGGAGG AAAGGCATGAAG ATTTGGCTGAAG AAAAGCAAACATC GGACAAAGGCTA CACTGTTTTGAT AAAACAGTGCTTCA C (SEQ ID NO: GT (SEQ ID NO: GCCAAATTCCATAT 1505) 1506) GTAATGCCATTGGG AGA (SEQ ID NO: 1504) PHF23 NM_024297.2 CTGTCTGTGTCCCG TGATGGTGGCAG TTATAGACAACT ACACATAATCTCTG GTCCAAGAGACA GTCCCATTCCAT TCTCTTGGACCTGC GAGATTATGTGTC CCCAATTCCAAT CACCATCACTTTCT GGGACACAGACA CCTGACCCAGAA GGGTCAGGATTGG G (SEQ ID NO: AG (SEQ ID NO: AATTGGGATGGAAT 1508) 1509) GGGACAGTTGTCTA TAA (SEQ ID NO: 1507) PIK3CA NM_006218.2 CCTCAGGCTTGAAG ACAGTGGCCTTTT GTTCTGAAACAG AGTGTCGAATTATG TGCAGAGGACAT TAACTCTGACAT TCCTCTGCAAAAAG AATTCGACACTCT GATGTCTGGGTT GCCACTGTGGTTGA TCAAGCCTGAGG CTCCCAATTCAA ATTGGGAGAACCC (SEQ ID NO: 1511) CC (SEQ ID NO: AGACATCATGTCAG 1512) AGTTACTGTTTCAG AAC (SEQ ID NO: 1510) PIK3CD NM_005026.3 TGACACTCATTGAT AGCCCCCTCCGCC TTCCCAGATGAC TCTAAAGCATCTTT TGGCAGATTAAA AGTTGTCCTCTC AATCTGCCAGGCGG GATGCTTTAGAAT TGGAATAGTCCA AGGGGGCTTTGCTG CAATGAGTG (SEQ AGAAAGACCAG GTCTTTCTTGGACT ID NO: 1514) CAA (SEQ ID NO: ATTCCAGAGAGGA 1515) CAACTGTCATCTGG GAA (SEQ ID NO: 1513) PIM1 NM_002648.2 CTTCATCATGAGTT TTTCCCCCCTACC AGAGGTGACAG CTGCTGAATGCCGC TGACCCATCGCG GGACTTAAAATG GATGGGTCAGGTA GCATTCAGCAGA GTGCTAGTCCTA GGGGGGAAACAGG ACTCATGATGAA TCCCATCCCAAC TTGGGATGGGATAG G (SEQ ID NO: CTG (SEQ ID NO: GACTAGCACCATTT 1517) 1518) TAAGTCCCTGTCAC CTCT (SEQ ID NO: 1516) PIM2 NM_006875.2 GCCATCCAGCACTG TCCTTGATGTCAC AATCAATGAGTT CCATTCCCGTGGAG GATGGACAACTC TGGCACAGCCAC TTGTCCATCGTGAC CACGGGAATGGC GGCGTAGGTCTA ATCAAGGATGAGA AGTGCTGGATG TCAGGATGTTCT ACATCCTGATAGAC (SEQ ID NO: 1520) CA (SEQ ID NO: CTACGCCGTGGCTG 1521) TGCCAAACTCATTG ATT (SEQ ID NO: 1519) PLAU NM_002658.2 TTCATTGATTACCC GAGCGACCCAGG GGTTTTCCACCT AAAGAAGGAGGAC TAGACGATGTAG CAAACTTCATCT TACATCGTCTACCT TCCTCCTTCTTTG CCCCTTGCGTGT GGGTCGCTCAAGGC GGTAATCAATGA TGGAGTTAAGCC TTAACTCCAACACG A (SEQ ID NO: TT (SEQ ID NO: CAAGGGGAGATGA 1523) 1524) AGTTTGAGGTGGAA AACC (SEQ ID NO: 1522) PLEK NM_002664.2 AAATGATATTGCGT GAGCTGCTGCTA AGATCACTCTGG TCGTGCCTCAGCTT CTTGTGCTTAAAG TTAATCATAGGG TAAGCACAAGTAG CTGAGGCACGAA CCATGATGCCCT CAGCAGCTCCTGCT CGCAATATCATTT CAGAACTCAAGC TGAGTTCTGAGGGC (SEQ ID NO: 1526) AG (SEQ ID NO: ATCATGGCCCTATG 1527) ATTAACCAGAGTGA TCT (SEQ ID NO: 1525) PLEKHF2 NM_024613.2 ATCGTCGCCACCAT GCAGGGCCCACA ATCCGCACAGGC TGCCGCAAATGTGG GACAACAAAACC TTAGAGGACTGG TTTTGTTGTCTGTG ACATTTGCGGCA CTGGGAAGAAG GGCCCTGCTCTGAA ATGGTGGCGACG AAATCTCTTTTC AAGAGATTTCTTCT AT (SEQ ID NO: AGA (SEQ ID NO: TCCCAGCCAGTCCT 1529) 1530) CTAAGCCTGTGCGG AT (SEQ ID NO: 1528) PLEKHG4B NM_052909.3 CGGTTTCAGCAGGT GACCTAACTCAA CTCTGGGCTCCT CCCATGTAGTTAGC GTGCTGTCCTGCT TACAGGAAATGC AGGACAGCACTTG AACTACATGGGA CATGACAAACAG AGTTAGGTCTGAGA CCTGCTGAAACC GCGTTCTTTCTC AAGAACGCCTGTTT G (SEQ ID NO: A (SEQ ID NO: GTCATGGCATTTCC 1532) 1533) TGTAAGGAGCCCA GAGC (SEQ ID NO: 1531) PLXNB1 NM_001130082.1 CCAACAGCTTGCCT CTGCGGGTTTTTT ACAAGGAGCAC CTGAGGTTCTGGAT ATTATATTGATCC CGCATCCATGTT CAATATAATAAAA AGAACCTCAGAG ATCAGATGTTTG AACCCGCAGTTTGT GCAAGCTGTTGG CACGTCGAACAC GTTCGACGTGCAAA (SEQ ID NO: 1535) AAA (SEQ ID NO: CATCTGATAACATG 1536) GATGCGGTGCTCCT TGT (SEQ ID NO: 1534) PMCHL1 NM_031887.2 CGGGGGAAAGCCC GTCTACTTTGCGG TCTCTGGAGCCC ATCCGTACTACCAG ATCCAGTCTCCTG AGCAGTGGCTTC GAGACTGGATCCGC GTAGTACGGATG ATGAGACCAAGT AAAGTAGACACTTG GG (SEQ ID NO: (SEQ ID NO: 1539) GTCTCATGAAGCCA 1538) CTGCTGGGCTCCAG AGAGAAGGGAAAA CTAA (SEQ ID NO: 1537) PMEPA1 NM_020182.3 GCTGAGACAGTCCT CAACGAGACCCA CCCCTTTCTCAC CATATCCTCTTGAG AACAGTTTGGCTC GCAAAGCCATTC CCAAACTGTTTGGG AAGAGGATATGA CCACAAATCCAG TCTCGTTGCTTCAT GGACTGTCTCAG ACCATACCATGA GGTATGGTCTGGAT C (SEQ ID NO: AG (SEQ ID NO: TTGTGGGAATGGCT 1541) 1542) TTGCGTGAGAAAG GGG (SEQ ID NO: 1540) PMP22 NM_000304.2 GTCTAGGCTGTTCT CAATACAAGTCA AGTCTTAGCATC GTGCCTCCAAGGAC TTGCCAGACAGT AGAAGGGCACC TGTCTGGCAATGAC CCTTGGAGGCAC ATATATACATCT TTGTATTGGCCACC AGAACAGCCTAG ACAGTTGGTGGC AACTGTAGATGTAT AC (SEQ ID NO: (SEQ ID NO: 1545) ATATGGTGCCCTTC 1544) TGATGCTAAGACTC CA (SEQ ID NO: 1543) PNLIP NM_000936.2 GAAAACAGTTCAA CAGAACTTCCTCC CAATTCATTGGT CTTCTGTAGTCCAG CTGACGGTTTCTG CAAATAACAGTA AAACCGTCAGGGA GACTACAGAAGT GTCTCCTAACAC GGAAGTTCTGCTCA TGAACTGTTTTC GGTGTGAGGGTG CCCTCACACCGTGT (SEQ ID NO: 1547) AG (SEQ ID NO: TAGGAGACTACTGT 1548) TATTTGACCAATGA ATTG (SEQ ID NO: 1546) PNP NM_000270.3 CGCTGTTGGCATGA CACAGTGCCGTG ATCCATGATGAC GTACAGTACCAGA CAACGATAACTT CTTGTTAGTGAT AGTTATCGTTGCAC CTGGTACTGTACT GAGTGAGAAGC GGCACTGTGGACTT CATGCCAACAGC CAAAGACTCGAA CGAGTCTTTGGCTT G (SEQ ID NO: GTC (SEQ ID NO: CTCACTCATCACTA 1550) 1551) ACAAGGTCATCATG GAT (SEQ ID NO: 1549) POU2AF1 NM_006235.2 CCCTGATGCCAGAG ACAAAGGAGCAA TGAGATTTTGCT TCCTTGAGCTGTCA CTGTGGGAACTG GCCTGGACTGTA GTTCCCACAGTTGC ACAGCTCAAGGA AATCTGGCCGAG TCCTTTGTTTGCTCT CTCTGGCATCAG GCTGAGAAGAG TCTCAGCCTCGGCC GG (SEQ ID NO: CAA (SEQ ID NO: AGATTTACAGTCCA 1553) 1554) GGCAGCAAAATCTC A (SEQ ID NO: 1552) POU2F1 NM_002697.2 GCTATGGGGAAACT CGAGAGATGGTA GTGGCTTCAACT ATATGGAAATGACT GTTTGGCTGAAGT TGCACATGTTCT TCAGCCAAACTACC CATTTCCATATAG TAAAGCTGAGGT ATCTCTCGATTTGA TTTCCCCATAGC TCAAGGCTTCAA AGCCTTGAACCTCA (SEQ ID NO: 1556) AT (SEQ ID NO: GCTTTAAGAACATG 1557) TGCAAGTTGAAGCC AC (SEQ ID NO: 1555) POU2F2 NM_002698.2 ATGGGGCCTGGCAC GAGATGCTTACA TAAACATGGACA CTCGTCTACCCAAC TTCCGGTGAGGTT AACTCAGAGGTA CTCACCGGAATGTA GGGTAGACGAGG GGGTAAGGGCA AGCATCTCCGCTGA TGCCAGG (SEQ ID GGGAGTCGTTCA ACGACTCCCTGCCC NO: 1559) GCG (SEQ ID NO: TTACCCTACCTCTG 1560) AGTTTGTCCATGTT TA (SEQ ID NO: 1558) PPA1 NM_021129.3 ATACTGGCTGTTGT TCCAATTTCACAC ATGCCTAGAACT GGTGACAATGACCC ACATCAATTGGG TTCACGCCAATT AATTGATGTGTGTG TCATTGTCACCAC ATTTCACCTCTT AAATTGGAAGCAA AACAGCCAGTAT GCACATACCTTG GGTATGTGCAAGA (SEQ ID NO: 1562) CT (SEQ ID NO: GGTGAAATAATTGG 1563) CGTGAAAGTTCTAG GCAT (SEQ ID NO: 1561) PPP2R3B NM_199326.1 CCCTGACATGCATC CTGCCTCTAGATC AAAACCAGACA TTCGTCTCTCCATC GAAAGCCAGGAT AAGTCGGCATAG CTGGCTTTCGATCT GGAGAGACGAAG CTGATCTTCCCT AGAGGCAGAAAAG ATGCATGTCAGG TCCTTCTGCACT TGCAGAAGGAAGG G (SEQ ID NO: TTT (SEQ ID NO: GAAGATCAGCTATG 1565) 1566) CCGACTTTGTCTGG TTTT (SEQ ID NO: 1564) PPP3CC NM_005605.3 AGCAGAAGGAAGC TGATCTTATTCCT ACTTTCTTGCCG ACTACAGTTCGTAA GATGATCTCCTTA AAGAATTGAAA GGAGATCATCAGG CGAACTGTAGTG AGACCCGTGCCA AATAAGATCAGAG CTTCCTTCTG TCTTCCCAATGG CCATTGGGAAGATG (SEQ ID NO: 1568) CTC (SEQ ID NO: GCACGGGTCTTTTC 1569) AATTCTTCGGCAAG AAAGT (SEQ ID NO: 1567) PPPDE2 NM_015704.2 CAAGACCCACTGAT TCTGCTCTAATCT GCCCAATTCTGC TTGCCAGTGTGCAT ATTATTTCCATGC TAGTAGATCACG GGAAATAATAGATT ACACTGGCAAAT ATTATACAACAG AGAGCAGAAACTA CAGTGGGTCTTG TCCCTGCTAGTT GCAGGGACTGTTGT (SEQ ID NO: 1571) (SEQ ID NO: 1572) ATAATCGTGATCTA CTAGCAGAATTGGG CCC (SEQ ID NO: 1570) PRDM1 NM_182907.1 CATCCCTGCCAACC CTGCAAAGTCCC TGTGAGATTCAT AGGAACTTCTTGTG GACAATACCACA CATTGTCAGCTC TGGTATTGTCGGGA CAAGAAGTTCCT TCCGGGATAAGG CTTTGCAGAAAGGC GGTTGGCAGGGA GTAGTGAAGCCT TTCACTACCCTTAT TG (SEQ ID NO: TT (SEQ ID NO: CCCGGAGAGCTGA 1574) 1575) CAATGATGAATCTC ACA (SEQ ID NO: 1573) PRDM12 NM_021619.2 CCACACTTCCCTCG CGCGCACGGCCC ACGGGAATCCTG GTCCCTGCCCGTTT GAATTTGAGGAA GTAAATGACTGC CCTCAAATTCGGGC ACGGGCAGGGAC AAAGTGTGAGA CGTGCGCGCCCTCT CGAGGGAAGTG GGCGACACCAG GGTGTCGCCTCTCA (SEQ ID NO: 1577) AGGG (SEQ ID CACTTTGCAGTCAT NO: 1578) TTACCAGGATTCCC GT (SEQ ID NO: 1576) PRDX2 NM_005809.4 GCATGGGGAAGTTT TAATCGTGTCACT AGCCTAATTGTG GTCCCGCTGGCTGG GCCAGGCTTCCA TTTGGAGAAATA AAGCCTGGCAGTG GCCAGCGGGACA TTCCTTGCTGTC ACACGATTAAGCCC AAC (SEQ ID NO: ATCCACGTTGGG AACGTGGATGACA 1580) CT (SEQ ID NO: GCAAGGAATATTTC 1581) TCCAAACACAATTA GGCT (SEQ ID NO: 1579) PRDX4 NM_006406.1 AGGAGGACTTGGG GATGGGTCAAAT CCTGAGTCCTCT CCAATAAGGATTCC CTGAAAGAAGTG AGGTATACACCA ACTTCTTTCAGATT GAATCCTTATTGG TAGTCCTTTGAG TGACCCATCAGATC CCCAAGTCCTCCT ATCT (SEQ ID NO: TCAAAGGACTATGG (SEQ ID NO: 1583) 1584) TGTATACCTAGAGG ACTCAGGCCACACT CTT (SEQ ID NO: 1582) PRICKLE1 NM_153026.1 AGTTTCCTGGCCTC CAATTTTCGAGA AATTCTTCACTG TCAGGCAATGCTGA AAGGGTGTCATC GCAAAACTTGTT TGACACCCTTTCTC AGCATTGCCTGA CCTTGTCTGGAG GAAAATTGGATGAT GAGGCCAGGAAA AGACTCAGATCA CTGAGTCTCTCCAG CT (SEQ ID NO: TC (SEQ ID NO: ACAAGGAACAAGT 1586) 1587) TTTGCCAGTGAAGA ATT (SEQ ID NO: 1585) PRKCB NM_212535.1 GCATTTGGAGTCCT TCAAAGGGTGCC CTACGTTGTGTT GCTGTATGAAATGT TGCCCAGCCAAC CCATGATGGATT TGGCTGGGCAGGC ATTTCATACAGCA GGAAGAGTTCAT ACCCTTTGAAGGGG GGACTCCAAATG CTTCATCCTCCC AGGATGAAGATGA C (SEQ ID NO: CT (SEQ ID NO: ACTCTTCCAATCCA 1589) 1590) TCATGGAACACAAC GTAG (SEQ ID NO: 1588) PRMT1 NM_198319.2 ACTGCATCATGGAG GAGGCTCATCCC GCAGACACAGG AATTTTGTAGCCAC ATTAGCCAAGGT GAAGGGCAAAG CTTGGCTAATGGGA GGCTACAAAATT GGGGGTTACTTC TGAGCCTCCAGCCG CTCCATGATGCA TTCAAGAGGCGG CCTCTTGAAGAAGT GT (SEQ ID NO: CTG (SEQ ID NO: AACCCCCCTTTGCC 1592) 1593) CTTCCCTGTGTCTG CC (SEQ ID NO: 1591) PRPSAP2 NM_002767.2 AGACCTCTTGTGCC GTAAGGAAAGTA AGCAATTTAGAG AAGAGCATCATTGG GGGTATCACGCC ACAATGGAGCCT CGTGATACCCTACT AATGATGCTCTTG CTTTTTCTCATCT TTCCTTACAGCAAG GCACAAGAGGTC TGCACTGCTTGC CAGTGCAAGATGA T (SEQ ID NO: T (SEQ ID NO: GAAAAAGAGGCTC 1595) 1596) CATTGTCTCTAAAT TGCT (SEQ ID NO: 1594) PRSS1 NM_002769.3 GTAATCAACGCCCG GCTGGAGGGGCG TTGCCCCAGCCA CGTGTCCACCATCT GTGGGCAGAGAG GAGATGAGGCA CTCTGCCCACCGCC ATGGTGGACACG CTTCGTGCCAGT CCTCCAGCCACTGG CGG (SEQ ID NO: G (SEQ ID NO: CACGAAGTGCCTCA 1598) 1599) TCTCTGGCTGGGGC AACACTGCGAGCTC TG (SEQ ID NO: 1597) PSMG1 NM_003720.2 AAAATCCAATCCCT CTGCAACATAGC CCTTGGACAAGA CGGTTTTTCTCTGT AACTGCACTGAC GCCAAAAACCTT CAGTGCAGTTGCTA AGAGAAAAACCG TTCCAGCCACTG TGTTGCAGAAGATC AGGGATTGGATT ATACTGTTGATC AACAGTATCAGTGG TT (SEQ ID NO: TT (SEQ ID NO: CTGGAAAAGGTTTT 1601) 1602) TGGCTCTTGTCCAA GG (SEQ ID NO: 1600) PTEN NM_000314.3 TGTGGTCTGCCAGC TGGGTCCTGAATT AGGTAACGGCTG TAAAGGTGAAGAT GGAGGAATATAT AGGGAACTCAA ATATTCCTCCAATT CTTCACCTTTAGC AGTACATGAACT CAGGACCCACACG TGGCAGACCACA TGTCTTCCCGTC ACGGGAAGACAAG (SEQ ID NO: 1604) GTG (SEQ ID NO: TTCATGTACTTTGA 1605) GTTCCCTCAGCCGT TACCT (SEQ ID NO: 1603) PTENP1 NR_023917.1 ACCACAATGAGAT TTTTTAATAATCA TCAATGTGTGAG GACACTACACATTT TCATTCTGGCAAA GTTCCAGTTTTTT GCCAGAATGATGAT TGTGTAGTGTCAT CACATCCTCTCC TATTAAAAAAGACC CTCATTGTGGT AATACTTGGTCT AAGTATTGGAGAG (SEQ ID NO: 1607) (SEQ ID NO: 1608) GATGTGAAAAAAC TGGAACCTCACACA TTGAC (SEQ ID NO: 1606) PTGER4 NM_000958.2 CGCGGGCGCCGAG CCAGGGAGGTGG CTGGTTGACGAA ATCCAGATGGTCAT CAATGAGTAAGA TACTCGCACCAC CTTACTCATTGCCA TGACCATCTGGAT GAGCGGGATGG CCTCCCTGGTGGTG CTCGG (SEQ ID AGCAGATGAGC CTCATCTGCTCCAT NO: 1610) ACCA (SEQ ID CCCGCTCGTGGTGC NO: 1611) GAGTATTCGTCAAC CAG (SEQ ID NO: 1609) PTGIR NM_000960.3 CTGACATTTCAAGC CTGTCGCCCGAA CGCAGCCATCAG TGACCCTGTGATCT GACAGGGCAGAG CCATGTCCCTGA CTGCCCTGTCTTCG ATCACAGGGTCA TTTTCTGGCTC GGCGACAGGAGCC GCTTGAAATG (SEQ ID NO: 1614) AGAAAATCAGGGA (SEQ ID NO: 1613) CATGGCTGATGGCT GCGGATGCTGGAA CCTTG (SEQ ID NO: 1612) PTK2 NM_005607.3 GGTTCAAGCTGGAT CCTTCTTCTGGGC AGTCAGCAAGAT TATTTCAGTGGAAC CGATTGCCAGTTC GTGTGGGATTGC TGGCAATCGGCCCA CACTGAAATAAT AGCCCTTGTCCG GAAGAAGGAATCA CCAGCTTGAACC TTAGGTAACTGA GTTACCTAACGGAC (SEQ ID NO: 1616) TT (SEQ ID NO: AAGGGCTGCAATCC 1617) CACACATCTTGCTG ACT (SEQ ID NO: 1615) PTPN1 NM_002827.2 AGTGACTTCCCATG TTTCGGTTTTTGT GATGTAGTTTAA TAGAGTGGCCAAG TCTTAGGAAGCTT TCCGACTATGGT CTTCCTAAGAACAA GGCCACTCTACAT CAAAGGGACTG AAACCGAAATAGG GGGAAGT (SEQ ID ACGTCTCTGTAC TACAGAGACGTCA NO: 1619) CTA (SEQ ID NO: GTCCCTTTGACCAT 1620) AGTCGGATTAAACT ACATC (SEQ ID NO: 1618) PTPN21 NM_007039.3 ATTGGAGCGTGTCT TGCCTTCCATTCT ACTTGTTGTGGG TGAAGGTATCTTTG TGTGTTTCACAAA ACATGTTGGCAA TGAAACACAAGAA GATACCTTCAAG TGTCATGCCACC TGGAAGGCATCCTG ACACGCTCCAAT TAAATACCACAG TGGTATTTAGGTGG (SEQ ID NO: 1622) GA (SEQ ID NO: CATGACATTGCCAA 1623) CATGTCCCACAACA AGT (SEQ ID NO: 1621) PTPRB NM_002837.3 CTTGTAAATACCGC CGGCCTGGTGTTA CTGACTGCTGTA AACCGAGTATCGAT GGGAAGTAAATC CATCCCCGCTAA TTACTTCCCTAACA GATACTCGGTTGC TCGTCAAGACAA CCAGGCCGCCAATA GGTATTTACAAG GAATTTTGTATT CAAAATTCTTGTCT (SEQ ID NO: 1625) GG (SEQ ID NO: TGACGATTAGCGGG 1626) GATGTACAGCAGTC AG (SEQ ID NO: 1624) PTRH1 NM_001002913.1 CCCGGCGCACCCTG GGGAGAAGCAGC ATCCAGCAACAG AGGCGGTTCAGGCC CCAGCACATGGG AGGCAGCAGCTC CATGTGCTGGGCTG CCTGAACCGCC CTGCTCAGCAG CTTCTCCCCTGCTG (SEQ ID NO: 1628) (SEQ ID NO: 1629) AGCAGGAGCTGCT GCCTCTGTTGCTGG ATCGAGCCACCGAC CTG (SEQ ID NO: 1627) PVRL1 NM_002855.4 GTTAAGCGGGGCCT AATGTAAAACCA CGCGTCAGAGCT TGGGCAGTGTTTTC CCCTCAGCAGGA AGGCCAACTCCA CTGCTGAGGGTGGT AAACACTGCCCA CTCTCTGTGGGC TTTACATTTTTTTTC AGGCCCCGCTTA CAATGAGGAAA CTCATTGGCCCACA AC (SEQ ID NO: AAA (SEQ ID NO: GAGAGTGGAGTTG 1631) 1632) GCCTAGCTCTGACG CG (SEQ ID NO: 1630) PXDN NM_012293.1 GCGACTGTTGACAG CTGTCAAACAAA CCCTCGGATACC AGCTATAAACTCAA TGTGTTCGGGTTG GGAACAAGGCC CCCGAACACATTTG AGTTTATAGCTCT AGCAAATCATTT TTTGACAGCCGTCC GTCAACAGTCGC GGAGAACGAGG TCGTTCTCCAAATG (SEQ ID NO: 1634) ACGG (SEQ ID ATTTGCTGGCCTTG NO: 1635) TTCCGGTATCCGAG GG (SEQ ID NO: 1633) QSOX1 NM_002826.4 TAGGGCAGCTCAGT GCTGAAAAACAG AAGCAGGAGAG CCCTGGCCTCTTAG GAATGTGGTGCT ACTGAGGCTCCA CACCACATTCCTGT AAGAGGCCAGGG GTGAGAATGAG TTTTCAGCTTATTT ACTGAGCTGCCCT GCAGGACTTCAA GAAGTCCTGCCTCA A (SEQ ID NO: ATAA (SEQ ID TTCTCACTGGAGCC 1637) NO: 1638) TCAGTCTCTCCTGC TT (SEQ ID NO: 1636) R3HDM1 NM_015361.2 CCTGTGTTCCCAAG CCTCGTCTTGGAG ATCTTTATTAAC AGAATTACATTATT TCTTTTGTCAATA TCTAAATATCTG GACAAAAGACTCC ATGTAATTCTCTT GCGCCTCTGCTG AAGACGAGGATGC GGGAACACAGG GGTACTACTGGC CAGTAGTACCCAGC (SEQ ID NO: 1640) AT (SEQ ID NO: AGAGGCGCCAGAT 1641) ATTTAGAGTTAATA AAGAT (SEQ ID NO: 1639) RAB20 NM_017817.1 AGACCGGCTACAAT CACCAGGTCAAA GACGGCCTCTCA GTGGACCTCCTGTT GAGGGTCTCAAA GCTCTCTGCTGT TGAGACCCTCTTTG CAGGAGGTCCAC AAGATCATTGGC ACCTGGTGGTGCCA ATTGTAGCCGG AC (SEQ ID NO: ATGATCTTACAGCA (SEQ ID NO: 1643) 1644) GAGAGCTGAGAGG CCGTCACACACAGT GGA (SEQ ID NO: 1642) RAB31 NM_006868.3 TTTTGTAAAGAGCT CTTGTATGTGCAA CTACAGAATAGA TCCATCTGGGCTGG GAACTGGGTCCA ATACATGGCGGA ACCCAGTTCTTGCA GCCCAGATGGAA AAGGTCCTAGCT CATACAAGACACC GCTCTTTACAAAA GACTGCAGCGGT GCTGCAGTCAGCTA (SEQ ID NO: 1646) GT (SEQ ID NO: GGACCTTTCCGCCA 1647) TGTATTCTATTCTG TAG (SEQ ID NO: 1645) RAB33A NM_004794.2 GGGAGAAGACCGT CCACACCTGAAC TAGTAATGCTCG GGAAATCGAGGGC CTTGATCTTCTCG ACCATGCTTTTG GAGAAGATCAAGG CCCTCGATTTCCA CGGAAACGTTCC TTCAGGTGTGGGAC CG (SEQ ID NO: TGACCTGCTGTG ACAGCAGGTCAGG 1649) TC (SEQ ID NO: AACGTTTCCGCAAA 1650) AGCATGGTCGAGC ATTACTA (SEQ ID NO: 1648) RAB3A NM_002866.4 CGCCACAGACTCGC CGAAGTTCTGATC CGTCTTGCCCAC GCTATGGGCAGAA CGAGGACTCCTTC GCTGCTGTTGCC GGAGTCCTCGGATC TGCCCATAGCGC GATGATGAGAAT AGAACTTCGACTAC GA (SEQ ID NO: CTTGAACATGTA ATGTTCAAGATTCT 1652) GT (SEQ ID NO: CATCATCGGCAACA 1653) GCAGCGTGGGCAA GACG (SEQ ID NO: 1651) RAB7L1 NM_001135664.1 CATTTGAATTGTCT AGTGACAATGGG CTAATCCAGGAG CCTGACTACTGTCC CCTCCTTACTGGA ATGCAGAAATGC AGTAAGGAGGCCC CAGTAGTCAGGA ACATGGGTTCCA ATTGTCACTTAGAA GACAATTCAAAT GGTGTCTTTTCT AAGACACCTGGAA G (SEQ ID NO: A (SEQ ID NO: CCCATGTGCATTTC 1655) 1656) TGCATCTCCTGGAT TAGC (SEQ ID NO: 1654) RANBP9 NM_005493.2 TTGAAGGATGCATT GGGCTGTTCCAG TGAGCACACAGG CAGTCTACTAGCAT GGATCTGAATAT TTCTCTCTGAAT ATTCAGATCCCTGG GCTAGTAGACTG CGGGTCAAGCTG AACAGCCCAGTTGG AATGCATCCTTCA ATTTCCAACT AAATCAGCTTGACC A (SEQ ID NO: (SEQ ID NO: 1659) CGATTCAGAGAGA 1658) ACCTGTGTGCTCAG CTC (SEQ ID NO: 1657) RAPGEF5 NM_012294.3 GCATTTTGCGTACC CTGTCATTCCATA TGCTAAGTGCTT TCATACAGGCTCCT GTGTGGGCAAGG CACTCATTAAAT TGCCCACACTATGG AGCCTGTATGAG GTCACTTAACCT AATGACAGCAGCC GTACGCAAAATG CCCTGCACTGGC AGTGCAGGGAGGT C (SEQ ID NO: TG (SEQ ID NO: TAAGTGACATTTAA 1661) 1662) TGAGTGAAGCACTT AGCA (SEQ ID NO: 1660) RARRES2 NM_002889.3 GAAACCCGAGTGC CCAGGCATTTCCG CAACCGGCCCAG AAAGTCAGGCCCA TTTCCTCCCATTG AACTTTGTCCTC ATGGGAGGAAACG GGCCTGACTTTGC AGAGCCCAGTTT GAAATGCCTGGCCT ACTCGGGTTTC GATGCAGG (SEQ GCATCAAACTGGGC (SEQ ID NO: 1664) ID NO: 1665) TCTGAGGACAAAGT TCTGGGCCGGTTGG TCCAC (SEQ ID NO: 1663) RASGRP3 NMO15376.2 GCTGACTTGCATGA GAGACATTTTCA TTCCCAAGGCCA TTATGGAGATGGTC GCATCAGATAGA CTTGATCCCATG TATCTGATGCTGAA CCATCTCCATAAT GTTATTTAGCCG AATGTCTCTAGTTT CATGCAAGTCAG TTGTCAAAAAAC TTTGACAACGGCTA C (SEQ ID NO: TA (SEQ ID NO: AATAACCATGGGAT 1667) 1668) CAAGTGGCCTTGGG AA (SEQ ID NO: 1666) RASSF4 NM_032023.3 TGAAGGAAGACTG CTTGCTGTCACTG TAGCAGTTGTAG TCTGCCGAGTTCTC ATGGGCACGTGA GTTTTCAGCAGG ACGTGCCCATCAGT GAACTCGGCAGA CCTAAGAGCTCC GACAGCAAGTCCAT CAGTCTT (SEQ ID GACTTCTGAATG TCAGAAGTCGGAG NO: 1670) GA (SEQ ID NO: CTCTTAGGCCTGCT 1671) GAAAACCTACAACT GCTA (SEQ ID NO: 1669) RC3H2 NM_018835.2 AGATCCAATAATTC CACCCCATTTTGA CTGGACAGGATC CCTTTAGTGATGGA GATGATGGGTCC TGTGGTATGGTA CCCATCATCTCAAA ATCACTAAAGGG ACCTGTACGGGA ATGGGGTGCGATTT AATTATTGGATCT AGATCTGGAAAT CCAGATCTTCCCGT (SEQ ID NO: 1673) CG (SEQ ID NO: ACAGGTTACCATAC 1674) CACAGATCCTGTCC AG (SEQ ID NO: 1672) RCL1 NM_005772.3 TGGTGAATCATTTG CTCCGGGAGGCA GGGCTTCAAGAC AACTGAAGATTGTG TTCCCCGTCGCAC CTTCCTCACAGG CGACGGGGAATGC AATCTTCAGTTCA ACATGAGAAAA CTCCCGGAGGAGG AATGATTCACCA CCACTTCGCCTC AGGCGAAGTGGTTT (SEQ ID NO: 1676) CTC (SEQ ID NO: TCTCATGTCCTGTG 1677) AGGAAGGTCTTGA AGCCC (SEQ ID NO: 1675) REL NM_002908.2 TGGCCTCCGGTGCG CCTGGGTTGTTCA CTGCCTGCTGAT TATAACCCGTATAT ATTATCTCTATAT CGCCCTTCACAT AGAGATAATTGAA ACGGGTTATACG TTGTATCTAAAA CAACCCAGGCAGA CACCGGAGGCCA CGCATTCCCCTC GGGGAATGCGTTTT (SEQ ID NO: 1679) TG (SEQ ID NO: AGATACAAATGTG 1680) AAGGGCGATCAGC AGGCAG (SEQ ID NO: 1678) RETNLB NM_032579.2 TGACCTGACAGGG TACTGTCATGGTC ATGAAGTGGGAC AGGAGGCTGAGAA ACAAAACTGAGT GTTTGAGTTAGA CTCAGTTTTGTGAC TCTCAGCCTCCTC TTTCTTGGTTGG CATGACAGTAATGA CC (SEQ ID NO: GACCCTGGTTTC AACCAGGGTCCCA 1682) AT (SEQ ID NO: ACCAAGAAATCTA 1683) ACTCAAACGTCCCA CTTCAT (SEQ ID NO: 1681) RFTN1 NM_015150.1 AGAGCCATCCTGAT TGAAGATCAGTTT GGTGGTCTAAGG CAAGAAAACCGAC TCTGAGATCTGTC AGGAACAGCAA AGATCTCAGAAAA GGTTTTCTTGATC TCTAATTCCAAG CTGATCTTCACAAT AGGATGGCTCT ATGTAGCCTTCA GAAGGCTACATCTT (SEQ ID NO: 1685) TTG (SEQ ID NO: GGAATTAGATTGCT 1686) GTTCCTCCTTAGAC CACC (SEQ ID NO: 1684) RGL1 NM_015149.3 AGCCATGTGAATTC CCGCAAATCTCTA AAAGACCAAAG CACAAGAAGCACC AACTTTCCCTGGT GAAATTGGAGG AGGGAAAGTTTAG GCTTCTTGTGGAA ACTTCCTGGCCC AGATTTGCGGCAAT TTCACATGGCT GTTCTTCGGTCC GGACCGAAGAACG (SEQ ID NO: 1688) ATTG (SEQ ID NO: GGCCAGGAAGTCCT 1689) CCAATTTCCTTTGG TCTTT (SEQ ID NO: 1687) RGS9 NM_003835.1 GGATCACCGATGAC TTCCACCAATTTG AATTCGCTGAAG ACCCAGTTCTGGGA GCATTTAAGTCCC TTGAAGGCCCAT CTTAAATGCCAAAT AGAACTGGGTGT CGTTCCACTCGC TGGTGGAAATCCCA CATCGGTGATCC ATCTTGGTTGGG ACCAAGATGCGAG (SEQ ID NO: 1691) AT (SEQ ID NO: TGGAACGATGGGC 1692) CTTCAACTTCAGCG AATT (SEQ ID NO: 1690) RHCE NM_020485.4 GACAACTTCCTCTC CATGAGCGTTTCT TCAAATCTGTCT ACTGTTGCCTGCAT CACGTACAAATG CTGACCTTGTTT TTGTACGTGAGAAA CAGGCAACAGTG CATTATACATAA CGCTCATGACAGCA AGAGGAAGTTGT GGAGACTTTGCT AAGTCTCCTTATGT C (SEQ ID NO: GT (SEQ ID NO: ATAATGAAACAAG 1694) 1695) GTCAGAGACAGATT TGA (SEQ ID NO: 1693) RHEBL1 NM_144593.1 GAAGACATCTTTGG AGCCTTCCGAGA TTTGCCAAGAGT CACATCAATTTGTG ACTCGCCTTCCAC CACTATCTTGCT GAAGGCGAGTTCTC AAATTGATGTGC GTAAGTATTCTC GGAAGGCTACGAT CAAAGATGTCTTC CACTGTAGGATC CCTACAGTGGAGA (SEQ ID NO: 1697) GT (SEQ ID NO: ATACTTACAGCAAG 1698) ATAGTGACTCTTGG CAAA (SEQ ID NO: 1696) RHOF NM_019034.2 CTGCGGCAAGACCT CGGGGAAGGAGC TGGCCGTGTACT CGCTGCTCATGGTG CCTGGCTGTACAC TCTCGAACACCG TACAGCCAGGGCTC CATGAGCAGCGA ATGGGGCGTAGT CTTCCCCGAGCACT G (SEQ ID NO: GCT (SEQ ID NO: ACGCCCCATCGGTG 1700) 1701) TTCGAGAAGTACAC GGCCAGCGTGACC GTT (SEQ ID NO: 1699) RHOXF1 NM_139282.1 CGCCAATGAACTAC CCACGACGATGT AACCCATCTCCA GTGCTGACCCAGAC AGACACAGTCGT AACTAGCTCCTG GACTGTGTCTACAT CTGGGTCAGCAC AAGAAGGATGG CGTCGTGGACTAGC GTAGTTCAT (SEQ CATTCTAGGGCT CCTAGAATGCCATC ID NO: 1703) AGT (SEQ ID NO: CTTCTTCAGGAGCT 1704) AGTTTGGAGATGGG TT (SEQ ID NO: 1702) RNASEH2B NM_001142279.1 CAGTTCCCGGGTAC TGGAAGCTTGGT GTCAGATATCAG AGTCAACTGCATTT CACCAGAGAAAA ACCATGGGCATA TTCTCTGGTGACCA ATGCAGTTGACT ACGAATATAATC AGCTTCCACTGACA GTACCCGGGAAC CTCTTCCTTGTC AGGAAGAGGATTA TG (SEQ ID NO: AG (SEQ ID NO: TATTCGTTATGCCC 1706) 1707) ATGGTCTGATATCT GAC (SEQ ID NO: 1705) RNF214 NM_207343.2 AAGCTTGGATTTCC CTCCTTCAACCCC AGAAAGCTTCAG GACCTGTAGTGTCT ATTTGCTGGAGA GGAAGAGCTATC CCAGCAAATGGGG CACTACAGGTCG TTGATCATCATC TTGAAGGAGTCCGA GAAATCCAAGCT CTGATCCACTCG GTGGATCAGGATG T (SEQ ID NO: GA (SEQ ID NO: ATGATCAAGATAGC 1709) 1710) TCTTCCCTGAAGCT TTCT (SEQ ID NO: 1708) RNGTT NM_003800.3 CCTTTTTGGTGGAG AGTAGCAACTGC TCCTTCAAATAA AAAATGGATTGGA TGCTTCGATACTC TCACCCTTGTAG GTATCGAAGCAGC CAATCCATTTTCT ATTCCTGGTGGT AGTTGCTACTTTTG CCACCAAAAAGG CTGGCTTGGGCA CCCAAGCCAGACC (SEQ ID NO: 1712) AA (SEQ ID NO: ACCAGGAATCTACA 1713) AGGGTGATTATTTG AAGGA (SEQ ID NO: 1711) ROBO1 NM_902941.2 TGAACCACAAAAA AATGAACAAGTT GTTCCCTTAGTA AAAAGGCTGGTGTT TGGTTTTGGTGAA CTGCACGCCTTT CACCAAAACCAAA CACCAGCCTTTTT TCTATGGAACTT CTTGTTCATTTAGA TTTTGTGGTTCA TTTCAAATTATC TAATTTGAAAAAGT (SEQ ID NO: 1715) TA (SEQ ID NO: TCCATAGAAAAGG 1716) CGTGCAGTACTAAG GGAAC (SEQ ID NO: 1714) ROBO4 NM_019055.5 CCTGACTCTCAGAT GGCATACGACAG CAGGGACACGGT CTCTTCCCAGAGAA TGGAGCTGACTTC TCAGGAGTAATC GTCAGCTCCACTGT TCTGGGAAGAGA TACAGGAGAAG CGTATGCCCAAGGC TCTGAGAG (SEQ CACCAGCCTTG TGGTGCTTCTCCTG ID NO: 1718) (SEQ ID NO: 1719) TAGATTACTCCTGA ACCGTGTCCCTGAG AC (SEQ ID NO: 1717) RPN2 NM_001135771.1 AGATGCCACTTTGA TGACCACATCAG AAGGTTCTGGGA AGAACCCAATCCTC CCACATTCCAGA CAAGACAGTCGA TGGAATGTGGCTGA GGATTGGGTTCTT GGGAGCTTCTTC TGTGGTCATCAAGT CAAAGTGGCATC CTCAGGGAACTT TCCCTGAGGAAGA T (SEQ ID NO: GA (SEQ ID NO: AGCTCCCTCGACTG 1721) 1722) TCTTGTCCCAGAAC CTT (SEQ ID NO: 1720) RPS6KA5 NM_004755.2 GTGGAACTATTGAA TGAATCTCCCCCT TCATACATTAGA TACATGGCACCAGA CTGACAATATCTG ACACCCAAACTC TATTGTCAGAGGGG GTGCCATGTATTC CACCAGTCAACT GAGATTCAGGACAT AATAGTTCCAC GCCTTGTCATGT GACAAGGCAGTTG (SEQ ID NO: 1724) CC (SEQ ID NO: ACTGGTGGAGTTTG 1725) GGTGTTCTAATGTA TGA (SEQ ID NO: 1723) RRP1B NM_015056.2 CAACAGGAAGCGC CAGAAAGGTCTT ATCAGCAGAAAT CTCTCCAAACTCAT GGAATTTCTTGAT GTCCTCCGCAAA CAAGAAATTCCAA GAGTTTGGAGAG ACTGAGTTGAGA GACCTTTCTGAAGG GCGCTTCCTGTTG TATACTGCTTCC AAGCAGTATATCTC (SEQ ID NO: 1727) TT (SEQ ID NO: AACTCAGTTTTGCG 1728) GAGGACATTTCTGC TGAT (SEQ ID NO: 1726) RSAD2 NM_080657.4 AGGAAGCTGGTAT AAGAAATGGCTC TCTACTTTGCAG GGAGAAGATCAAC TCCACCTGAAAA AACCTCACCAAC TTTTCAGGTGGAGA GTTGATCTTCTCC TTGCCCAGGTAT GCCATTTCTTCAAG ATACCAGCTTCCT TCTCCCCGGTCT ACCGGGGAGAATA (SEQ ID NO: 1730) TG (SEQ ID NO: CCTGGGCAAGTTGG 1731) TGAGGTTCTGCAAA GTAGA (SEQ ID NO: 1729) RTCD1 NM_001130841.1 AGCGTGGCTGTGTG AACACCAGCAAC ATGCATCTAACT ACTAAGATATATGG GAAAGCTCTTCC GCTGCCGCTGCC AAGAGCTTTCGTTG ATATATCTTAGTC ATATCTTTTGCT CTGGTGTTTTGCCA ACACAGCCACGC ACTTTAAATGGC TTTAAAGTAGCAAA T (SEQ ID NO: AA (SEQ ID NO: AGATATGGCAGCG 1733) 1734) GCAGCAGTTAGATG CAT (SEQ ID NO: 1732) RUNDC2B XM_001714307.1 CCTGCGTGCCCGGG CCTCGCCACTATA TGCTGTGTCCTG CCTGTCCCTCCTGA ATCCTGGGGTCA GCTCAATCCGCT CCCCAGGATTATAG GGAGGGACAGGC TGGCTAACACCC TGGCGAGGCAGGG (SEQ ID NO: 1736) TG (SEQ ID NO: TGTTAGCCAAGCGG 1737) ATTGAGCCAGGAC ACAGCACCGCGGA GCCCT (SEQ ID NO: 1735) RXRA NM_002957.4 TACAAATGTAATTT CCTCCCCCCGCCA GACGAAGCTTTC TATCCCTCATGTAT TATCCAAGTATAC ACCTCAATCTCT ACTTGGATATGGCG ATGAGGGATAAA AGAAGCAGAAA GGGGGAGGGCTGG ATTACATTTGTA CGAAACAGTCCC GACTGTTTCGTTTC (SEQ ID NO: 1739) AGC (SEQ ID NO: TGCTTCTAGAGATT 1740) GAGGTGAAAGCTTC GTC (SEQ ID NO: 1738) S100Z NM_130772.3 GGGGTCTGCCTGGA CAAGCCAAAGGC ACCTAATTTATG ATAGCACTGAATGT ACTACTAAACAC AGCATGGGAAG GTTTAGTAGTGCCT ATTCAGTGCTATT GGCTCAAGCAGC TTGGCTTGGGGGCT CCAGGCAGACCC TTTCTCCAAAGC TTGGAGAAAGCTGC C (SEQ ID NO: CCC (SEQ ID NO: TTGAGCCCTTCCCA 1742) 1743) TGCTCATAAATTAG GT (SEQ ID NO: 1741) S1PR2 NM_004230.2 TCCCGCCAGGTGGC ACAATGGCGCAA GGAACTTGCTGT CTCGGCCTTCATCG CAGAGGATGACG TTCGGGCCACCG TCATCCTCTGTTGC ATGAAGGCCGAG CAATGAGCACCA GCCATTGTGGTGGA GCCACCTGG (SEQ GAAGGTTTTCCA AAACCTTCTGGTGC ID NO: 1745) CC (SEQ ID NO: TCATTGCGGTGGCC 1746) CGAAACAGCAAGT TCC (SEQ ID NO: 1744) SAA1 NM_199161.1 AGCTTCTTTTCGTT CACATGTCCCGA ATTTGTCTGAGC CCTTGGCGAGGCTT GCCCCATCAAAA CGATGTAATTGG TTGATGGGGCTCGG GCCTCGCCAAGG CTTCTCTCATGT GACATGTGGAGAG AACGAAAAGAAG CAGAGTAGGCTC CCTACTCTGACATG CT (SEQ ID NO: TC (SEQ ID NO: AGAGAAGCCAATT 1748) 1749) ACATCGGCTCAGAC AAAT (SEQ ID NO: 1747) SACS NM_014363.4 TTGAGTCTTTTAGG ACTTTTCAGAAA TTTCTCTGTTCCG GCAGATGCAGACA GAGCAGCACTGT TCAGCCTCTCGG CAGTGCTGCTCTTT GTCTGCATCTGCC ACATATAAGGAA CTGAAAAGTGTGCA CTAAAAGACTCA ACATCCTGCAC GGATGTTTCCTTAT A (SEQ ID NO: (SEQ ID NO: 1752) ATGTCCGAGAGGCT 1751) GACGGAACAGAGA AACT (SEQ ID NO: 1750) SAE1 NM_005500.2 CTACCAGTTGCCTT AGGAGGAATCTC AACTCTTGCTGC TTCAGACCTGAGGC TTGAGTTAGAGC ATCACCCAGAAA TCTAACTCAAGAGA CTCAGGTCTGAA AAATGGTGGCAG TTCCTCCTCTCCCTC AAGGCAACTGGT GAATGGTGAGG ACCATTCCTGCCAC AG (SEQ ID NO: GAG (SEQ ID NO: CATTTTTTCTGGGT 1754) 1755) GATGCAGCAAGAG TT (SEQ ID NO: 1753) SAMSN1 NM_022136.3 ATTCAGGACCATTC TGGCGTGAAATC TCTATGATGTCT TGTGGCCGTGCCAG CGTATGCACTCTG CCTTTCTTGATTT AGTGCATACGGATT GCACGGCCACAG TGAGGGAGTCAG TCACGCCAAGTCCC AATGGTCCTGAA TGTCATAGGGAC TATGACACTGACTC T (SEQ ID NO: T (SEQ ID NO: CCTCAAAATCAAGA 1757) 1758) AAGGAGACATCAT AGA (SEQ ID NO: 1756) SAP30 NM_003864.3 ACAAGTAAATACA TGGTTGGTAGCTT AAAGTGGCAACC CTTAGGAGATACAA GAAGTGTCTTTTG AACTATCTCAAC AAGACACTTCAAGC TATCTCCTAAGTG AAGTTGTGCTTT TACCAACCAGACCA TATTTACTTGT ATTAAGTCCTGG GGACTTAATAAAGC (SEQ ID NO: 1760) TC (SEQ ID NO: ACAACTTGTTGAGA 1761) TAGTTGGTTGCCAC TTT (SEQ ID NO: 1759) SCARA5 NM_173833.4 CAGCCTTACCTCCA TTGCAGTCTAGGT AGACAATAAGTT GGTAGCACTTAATT GAATGGACCAAT CAGGTGGGCACA GGTCCATTCACCTA TAAGTGCTACCTG CGGTCTCAGTCA GACTGCAAGTAAG GAGGTAAGGCTG TTTTGTCTTCTTA AAGACAAAATGAC (SEQ ID NO: 1763) C (SEQ ID NO: TGAGACCGTGTGCC 1764) CACCTGAACTTATT GTCT (SEQ ID NO: 1762) SDC1 NM_002997.4 TGAAATTCTCCTGG TCAGCCTTATAAA TTTGCCATTTAG AGGTCGGTAGGTTC ACCTTGGCTGAA AAGATGGGGCTT AGCCAAGGTTTTAT CCTACCGACCTCC GGAGCTTGGCAA AAGGCTGATGTCAA AGGAGAATTTCA CACAGAAATTGA TTTCTGTGTTGCCA (SEQ ID NO: 1766) CA (SEQ ID NO: AGCTCCAAGCCCCA 1767) TCTTCTAAATGGCA AA (SEQ ID NO: 1765) SDCCAG8 NM_006642.2 CCGGAAACATGCA CACCCCAGAATC TTGCCAAAATCT CAATTCTTGGATTA TTCACCTGTTGTA GCATTGTCATGG CAACAGGTGAAGA ATCCAAGAATTG GAAAATGGTCTT TTCTGGGGTGGGCG TGCATGTTTCCGG TTGGAGGTTTCG AAACCTCCAAAAG (SEQ ID NO: 1769) CC (SEQ ID NO: ACCATTTTCCCATG 1770) ACAATGCAGATTTT GGCAA (SEQ ID NO: 1768) SEL1L3 NMO15187.3 TACTCCATTATTGC GTCAACAAAGTA TAGCCCTCTTCC AAGGCCAACCTCTG CAGAATCCCACA GTAAGAAATACA TGGGATTCTGTACT GAGGTTGGCCTT GAAGGTGTGCCG TTGTTGACTCTAAT GCAATAATGGAG TACATCTCATTA GAGATGTACGGCA TA (SEQ ID NO: GA (SEQ ID NO: CACCTTCTGTATTT 1772) 1773) CTTACGGAAGAGG GCTA (SEQ ID NO: 1771) SEMA7A NM_001146029.1 CCCACAGTTCATCA CATCGTAAGCCT TCAGGATTCTTG AAGCCACCATCGTG GGTCTTGGTGCAC TCAGGATTGTCC CACCAAGACCAGG GATGGTGGCTTTG TCTCGGAAGAAG CTTACGATGACAAG ATGAACTG (SEQ TAGTAGATCTTG ATCTACTACTTCTT ID NO: 1775) T (SEQ ID NO: CCGAGAGGACAAT 1776) CCTGACAAGAATCC TGAG (SEQ ID NO: 1774) SEPHS1 NM_001195602.1 TGCCCATCTTCGTG GCACCAGAAATG TTGGCAAGAAGT AGAGAAAAAGCAG GGCAGGATGTGC CAGTTTACATGT CACATCCTGCCCAT TGCTTTTTCTCTC GCAGCTTTGGTG TTCTGGTGCTTTCT ACGAAGATGG CCTGTGAGCAGA GCTCACAGGCACCA (SEQ ID NO: 1778) AA (SEQ ID NO: AAGCTGCACATGTA 1779) AACTGACTTCTTGC CAA (SEQ ID NO: 1777) SERBP1 NM_001018068.1 CCAAAGGGCGCTG CAAAAATTAAAA AGTGCTGCTGTT GTTGGTAGGGTGAG TACTCCCCCACCT CCAACCTTACAA GTGGGGGAGTATTT CACCCTACCAAC AGTAAAGCTGTC TAATTTTTGGAATT CAGCGCCCTTTGG TGCTTCCCAAAT TGGGAAGCAGACA (SEQ ID NO: 1781) TC (SEQ ID NO: GCTTTACTTTGTAA 1782) GGTTGGAACAGCA GCACT (SEQ ID NO: 1780) SERPINA9 NM_001042518.1 CCACTAAATCCTAG TAGCAATGTGCC ATGCACCCTCAG GTGGGAAATGGCCT ATCAGTTAACAG AACAGAAAGAG GTTAACTGATGGCA GCCATTTCCCACC GGATGTGGTTTG CATTGCTAATGCAC TAGGATTTAG TTATTTCTTGTGC AAGAAATAACAAA (SEQ ID NO: 1784) AT (SEQ ID NO: CCACATCCCTCTTT 1785) CTGTTCTGAGGGTG CAT (SEQ ID NO: 1783) SERPINB1 NM_030666.2 TTACACTCTCAACT TAAAGAGATCCT AAAAATATCTCT CCGACCTCGCCCGC GCACACCTAGGC GGCTCCTGACAT CTAGGTGTGCAGGA GGGCGAGGTCGG GCCAGACAGATC TCTCTTTAACAGTA AGTTGAG (SEQ ID AGCCTTGCTACT GCAAGGCTGATCTG NO: 1787) GT (SEQ ID NO: TCTGGCATGTCAGG 1788) AGCCAGAGATATTT TT (SEQ ID NO: 1786) SFN NM_006142.3 TGGGCCTGGCCCTG GCTGTTGGCGATC TCGAAAGTGGTC AACTTTTCCGTCTT TCGTAGTGGAAG TTGGCCAGAGAG CCACTACGAGATCG ACGGAAAAGTTC ATGGCCTCCTCG CCAACAGCCCCGA AGGGCCAGGC GG (SEQ ID NO: GGAGGCCATCTCTC (SEQ ID NO: 1790) 1791) TGGCCAAGACCACT TTCGACGAGGCCAT GGC (SEQ ID NO: 1789) SFPQ NM_005066.2 GGAGGTGGTGGTG GCTGGTGGAACG CAAAGCGCTCAG GCATAGGTTATGAA CCAGGATTAGCTT TACGCATGTCAC GCTAATCCTGGCGT CATAACCTATGCC TTCCCATCATGG TCCACCAGCAACCA ACCACC (SEQ ID AACCACTCATGG TGAGTGGTTCCATG NO: 1793) TT (SEQ ID NO: ATGGGAAGTGACA 1794) TGCGTACTGAGCGC TTTG (SEQ ID NO: 1792) SGK1 NM_005627.2 GTGTGAACCGTCGT ACAAAATCCATC AACAATGTCCCA GTGAGTGTGGTATG TGTGATCAGGCA CGTTGTAGTGTC CCTGATCACAGATG TACCACACTCAC CTGCAAGTGTCA GATTTTGTTATAAG ACGACGGTTCAC CATTGATGCTTA CATCAATGTGACAC AC (SEQ ID NO: TA (SEQ ID NO: TTGCAGGACACTAC 1796) 1797) AACGTGGGACATTG TT (SEQ ID NO: 1795) SGOL2 NM_152524.5 AGACCTCCATAGAT TATTCTTTCCATT TCCTTATCAGCT CCTTCTCCAGAGAG ACTTCATGGCTCT TGTTCAGATACA CCATGAAGTAATGG CTGGAGAAGGAT GTAGACTTTCCC AAAGAATACTTGAC CTATGGAGGT TGAACGCTGTCA AGCGTTCAGGGAA (SEQ ID NO: 1799) AG (SEQ ID NO: AGTCTACTGTATCT 1800) GAACAAGCTGATA AGGA (SEQ ID NO: 1798) SH2D1A NM_002351.4 GCTGTATCACGGTT CTGTTTCTGTCTG CCGGAAATATCT ACATTTATACATAC GGACACTCGGTA TTTATGTACCCC CGAGTGTCCCAGAC TGTATAAATGTA AGGTGCTGTCTC AGAAACAGGTTCTT ACCGTGATACAG AGCACTCCAAGA GGAGTGCTGAGAC C (SEQ ID NO: AC (SEQ ID NO: AGCACCTGGGGTAC 1802) 1803) ATAAAAGATATTTC CGG (SEQ ID NO: 1801) SH3BP5 NM_001018009.2 AGCTCTTGGGCTGG ACAGTCTACCCA TTCCACAATGCC TTTTTCAGAGCAGA CAACAAGAACTC GTTATACGGAAT GTTCTTGTTGTGGG TGCTCTGAAAAA GTTCCACAAAGG TAGACTGTGACTAG CCAGCCCAAGAG CTGTGAACCTAG GTTCACAGCCTTTG CT (SEQ ID NO: TC (SEQ ID NO: TGGAACATTCCGTA 1805) 1806) TAACGGCATTGTGG AA (SEQ ID NO: 1804) SIDT1 NM_017699.2 GGTCATCATGGTCA ATACGTCATTTTT GGCTAGCGAGGC CCGTCCTTGGAGTG TCCAAACACCAC CAGAACGTGGAT GTGTTTGGAAAAAA TCCAAGGACGGT TGCAGAGAAGAT TGACGTATGGTTCT GACCATGATGAC GACCCAGAACC GGGTCATCTTCTCT C (SEQ ID NO: (SEQ ID NO: 1809) GCAATCCACGTTCT 1808) GGCCTCGCTAGCCC TC (SEQ ID NO: 1807) SIRPA NM_080792.2 CCAGGGCAAGCAG GTTATAGTGAAG GCATCCCAAGGC ATGTCGCAAGCCCT ACTGAATAAATA CAGGAGTCATGA ATTTATTCAGTCTT GGGCTTGCGACA ACATTAGCGTCT CACTATAACTCTTA TCTGCTTGCCCTG CAACTCTAAGA GAGTTGAGACGCTA G (SEQ ID NO: (SEQ ID NO: 1812) ATGTTCATGACTCC 1811) TGGCCTTGGGATGC CCA (SEQ ID NO: 1810) SIRPB1 NM_006065.2 ACAATTGGTTTTCA CTCTGAGGTTTCC GACAGGGAGGG GGGCCCAGTCCAA AGCAGCAGGCTT GTGGTGGAGGTG GCCTGCTGCTGGAA GGACTGGGCCCT AGAGGTGTGGA ACCTCAGAGTTAAA GAAAACCAATTG GAATAGGGATTT TCCCTATTCTCCAC T (SEQ ID NO: AA (SEQ ID NO: ACCTCTCACCTCCA 1814) 1815) CCACCCCTCCCTGT CCC (SEQ ID NO: 1813) SLA NM_001045556.2 GTGTGATTTCTGAT AGTGCTAAGAGA CCATGGTAAACT GAAGGGGGCTGGT AATAGCTTTCCAC CTGGCCACACAT GGAAAGCTATTTCT CAGCCCCCTTCAT ATTCCAGGGATG CTTAGCACTGGTCG CAGAAATCACAC TAACTCTCTCGA AGAGAGTTACATCC (SEQ ID NO: 1817) CC (SEQ ID NO: CTGGAATATGTGTG 1818) GCCAGAGTTTACCA TGG (SEQ ID NO: 1816) SLAMF1 NM_003037.2 GTGTCTCTTGATCC CGATCTCCTAGAT TCCTGCTTTCCC ATCCGAAGCAGGC AACGTGGAGGGC GTATCCCCAGGG CCTCCACGTTATCT CTGCTTCGGATGG TGAGATTCTCCA AGGAGATCGCTAC ATCAAGAGACAC GATAAAACTTGT AAGTTTTATCTGGA (SEQ ID NO: 1820) AG (SEQ ID NO: GAATCTCACCCTGG 1821) GGATACGGGAAAG CAGGA (SEQ ID NO: 1819) SLC12A8 NM_024628.5 GAACAACACGCTG AGACAGTGAAAA CATGTTGAAGCC CCCGATTACAGCCC AAGATTCCCCCG GGCCATGACTCC GGGGGAATCTTTTT GGCTGTAATCGG TGTAGCCGCTGG TCACTGTCTTTGGG GCAGCGTGTTGTT GAAGAAAACCC GTTTTCTTCCCAGC C (SEQ ID NO: CAA (SEQ ID NO: GGCTACAGGAGTC 1823) 1824) ATGGCCGGCTTCAA CATG (SEQ ID NO: 1822) SLC16A9 NM_194298.2 TTACCTCACTGAAG ACAGTTGCTCAGT TTCTCCATTTGG TACTCGCATGTTGT GGGTACCAAACA AGTTCACCCACA TTGGTACCCACTGA ACATGCGAGTAC TCTCAGCAAATA GCAACTGTTTCAGT TTCAGTGAGGTA CCTTAGGAACTG TCCTAAGGTATTTG A (SEQ ID NO: AA (SEQ ID NO: CTGAGATGTGGGTG 1826) 1827) AACTCCAAATGGA GAA (SEQ ID NO: 1825) SLC1A4 NM_003038.4 TTTTTCCAATTACC ATCTTCCCCTTCA CCTGTTACATCA TGCTGACACGGTTC CTTAGCTTAGAAC CGAATATGCATC TAAGCTAAGTGAA CGTGTCAGCAGG AACAGCCACAA GGGGAAGATCTGA TAATTGGAAAAA ACAGCACGCTCT GAGCGTGCTGTTTG (SEQ ID NO: 1829) CAG (SEQ ID NO: TGGCTGTTGATGCA 1830) TATTCGTGATGTAA CAGG (SEQ ID NO: 1828) SLC31A1 NM_001859.3 TTGACATCAAACTC ACAACTTCCCACT GAGGAGCAAGA TATGGCGTGGCCTT GCAATCGATAAG AGGGATGATTGG ATCGATTGCAGTGG GCCACGCCATAG AGCAGGAATCAC GAAGTTGTTGAAGA AGTTTGATGTCAA GTCTTCAAGTCT CTTGAAGACGTGAT (SEQ ID NO: 1832) TCA (SEQ ID NO: TCCTGCTCCAATCA 1833) TCCCTTCTTGCTCCT C (SEQ ID NO: 1831) SLC35E2B NM_001110781.1 CGGTGACTTTCAGC CCAGATGGACAA CCAACGGCCGAC GTCGCCAGCACCGT GGCATGTTTCACG AAGCTGGTGATC GAAACATGCCTTGT GTGCTGGCGACG TTGTTGCCGAAA CCATCTGGCTCAGC CTGAAAGTCACC ACGATTACGCTG GTAATCGTTTTCGG G (SEQ ID NO: AG (SEQ ID NO: CAACAAGATCACC 1835) 1836) AGCTTGTCGGCCGT TGG (SEQ ID NO: 1834) SLC38A5 NM_033518.2 ACGACATGTGGCCA CAAGGACATTGA GGTGGACCCGAT TAGCTCTGATCCTG CCAAAACAAGCA AACTCCAAAGAT CTTGTTTTGGTCAA GGATCAGAGCTA ATCCCGGATGGT TGTCCTTGTCATCT TGGCCACATGTC TGGCACACAGAT GTGTGCCAACCATC GT (SEQ ID NO: GA (SEQ ID NO: CGGGATATCTTTGG 1838) 1839) AGTTATCGGGTCCA CC (SEQ ID NO: 1837) SMAD1 NM_005900.2 CCTTGCATGTACTT GTCAGTTCTCAAT TCTGAATCCAAC GAAGGATGGATGA CGTGTCTGACTCA AGTTGGTCACAG GTCAGACACGATTG TCCATCCTTCAAG AGGTCAAGTATT AGAACTGACAAAG TACATG (SEQ ID ATCAAGGCTCCT GAGCCTTGATAATA NO: 1841) TT (SEQ ID NO: CTTGACCTCTGTGA 1842) CCAACTGTTGGATT CAGA (SEQ ID NO: 1840) SMAD7 NM_005904.2 AGCAGAAATCCAA ATGACCGCCCCC CACACACAGCCG GCACCACCAAACA CTTCATACACTGT CACACTCACACT CAGTGTATGAAGG GTTTGGTGGTGCT CACACACACTCC GGGGCGGTCATCAT TGGATTTCTG TGACAAGTGAAA TTCACTTGTCAGGA (SEQ ID NO: 1844) TG (SEQ ID NO: GTGTGTGTGAGTGT 1845) GAGTGTGCGGCTGT GTGTG (SEQ ID NO: 1843) SMARCA4 NM_003072.3 GCCCTGTCCTGGCA CTTTAAGACAGTT AAGAAAAACAG TCAGTAGCATCTGT AATGCTGTTACA GTATCGTGTGTT AACAGCATTAACTG GATGCTACTGAT CCCCAATTCGGA TCTTAAAGAGAGA GCCAGGACAGGG ATTCTCTCTCTCT GAGAGAGAATTCC C (SEQ ID NO: CT (SEQ ID NO: GAATTGGGGAACA 1847) 1848) CACGATACCTGTTT TTCTT (SEQ ID NO: 1846) SNAP23 NM_003825.2 GTTGAGGGAAGGA GAAGGTTTTTACT CAACTAGATCTT CAAGAGATAAGAG GAGGTAACAACC CGTTGTGGCTAT GTTGTTACCTCAGT TCTTATCTCTTGT GCAACTTTTTGC AAAAACCTTCAGGC CCTTCCCTCAAC TTTGTGGCCT CACAAAGCAAAAA (SEQ ID NO: 1850) (SEQ ID NO: 1851) GTTGCATAGCCACA ACGAAGATCTAGTT GGATA (SEQ ID NO: 1849) SNN NM_003498.4 GGCAGGGGTCTCTC CTCACTTCCTTGA CAAGCACCCCAA ATGTGTGTCCATCT CATACACGCAGA CTGGTCAGCCTC GCGTGTATGTCAAG TGGACACACATG AAGACCCCAAAT GAAGTGAGATGCC AGAGACCCCTGC TGGCAT (SEQ ID AATTTGGGGTCTTG C (SEQ ID NO: NO: 1854) AGGCTGACCAGTTG 1853) GGGTGCTTGGGTGA TCT (SEQ ID NO: 1852) SNX11 NM_152244.1 TGGGAGGAGATCA AACTGTTTCTAAC CGCATCTTCTCT TGCTGTGCCTTTGG TGACCAGGGTCC GACCATCTCAGA ACCCTGGTCAGTTA AAAGGCACAGCA GCAGAACCCAG GAAACAGTTTTGGA TGATCTCCTCC AGCTCACTTTTC AAAGTGAGCTCTGG (SEQ ID NO: 1856) CAA (SEQ ID NO: GTTCTGCTCTGAGA 1857) TGGTCAGAGAAGA TGCG (SEQ ID NO: 1855) SNX22 NM_024798.2 AGGACTTAATTACC GAGCCTTGAGTG AAGAGCATACA CAGTGCCCAGTTGT GGAATGTGGCAC AATTCTACCACC GCCACATTCCCACT AACTGGGCACTG TCCAGCTACCAA CAAGGCTCAGAACT GGTAATTAAGT TGCGAGCCAAGT TGGCTCGCATTGGT (SEQ ID NO: 1859) TCT (SEQ ID NO: AGCTGGAGGTGGT 1860) AGAATTTGTATGCT CTT (SEQ ID NO: 1858) SNX29 NM_001080530.2 ACTGCATTTTCCAC TGAGCTGTGACA CATCACTAATGG CAACAGTCATTAGA GTGCCAGGTGTCT CTCCTTGCCAAA CACCTGGCACTGTC AATGACTGTTGGT GCCACAGGAATA ACAGCTCACTTTTC GGAAAATGCAGT TCCCTCTGGAAA CAGAGGGATATTCC (SEQ ID NO: 1862) AG (SEQ ID NO: TGTGGCTTTGGCAA 1863) GGAGCCATTAGTGA TG (SEQ ID NO: 1861) SOCS1 NM_003745.1 TTAACTGTATCTGG ATGAAGAGGTAG GACCCTCCCCCA AGCCAGGACCTGA GAGGTGCGAGTT ACCCCTGGTTTG ACTCGCACCTCCTA CAGGTCCTGGC TGCAAAGATACT CCTCTTCATGTTTA (SEQ ID NO: 1865) GGGTATATGTAA CATATACCCAGTAT AC (SEQ ID NO: CTTTGCACAAACCA 1866) GGGGTTGGGGGAG GGTC (SEQ ID NO: 1864) SOCS2 NM_003877.3 GGAACGGCACTGTT TGCTGACGTGTA GCACCGGTACAT CACCTTTATCTGAC GAGCGGTTTGGT TTGTTAATGGTG CAAACCGCTCTACA CAGATAAAGGTG AGCCTACAGAGA CGTCAGCACCATCT AACAGTGCCGTT TGCTGCAGAGAT CTGCAGCATCTCTG CC (SEQ ID NO: GG (SEQ ID NO: TAGGCTCACCATTA 1868) 1869) ACAAATGTACCGGT GC (SEQ ID NO: 1867) SOCS3 NM_003955.3 GGAGGATGGAGGA TTCTCTACCAGGA ACATAGTCAGGA GACGGGACATCTTT GCCTGAGGTGAA GGCACAGAGTA CACCTCAGGCTCCT AGATGTCCCGTC GAATCCCCTGTC GGTAGAGAAGACA (SEQ ID NO: 1871) (SEQ ID NO: 1872) GGGGATTCTACTCT GTGCCTCCTGACTA TGTCTGGCTAAGAG ATTC (SEQ ID NO: 1870) SORBS1 NM_001034956.1 CCTCTCTTAGATCC GCAGGGAATGGG TTCATTTTCCTGT TGAGTGAGACAAA TCATTTCTGTATT GTCAGTCTCCCC TACAGAAATGACCC TGTCTCACTCAGG AATCACCTCTGA ATTCCCTGCCCACC ATCTAAGAGAGG GTTTCTGGTGG AGAAACTCAGAGG (SEQ ID NO: 1874) (SEQ ID NO: 1875) TGATTGGGGAGACT GACACAGGAAAAT GAACT (SEQ ID NO: 1873) SOX11 NM_003108.3 CTAAGCATTGACAG CCACCCGCCACC TATAATAAACAG AATATCTTAAAATG CCCAGGTTACCAT CAGGATCCCCAC GTAACCTGGGGGTG TTTAAGATATTCT TGGCTAGGCTGC GCGGGTGGGTGCTG GTCAATGCTTAG CGTGCACACAGC TGTGCACGGCAGCC (SEQ ID NO: 1877) AC (SEQ ID NO: TAGCCAGTGGGGAT 1878) CCTGCTGTTTATTA TA (SEQ ID NO: 1876) SOX5 NM_152989.2 TAGCCATGCAATGA CACTTCCATCAGA TACCACGCCCTC TGGATTTCAATCTG ATCTCCACTCAGA GGGATTCCCTAT AGTGGAGATTCTGA TTGAAATCCATCA AAATTCTTGACT TGGAAGTGCTGGA TTGCATGGCTA CTGAGACTCCAG GTCTCAGAGTCAAG (SEQ ID NO: 1880) (SEQ ID NO: 1881) AATTTATAGGGAAT CCCGAGGGCGTGGT AGC (SEQ ID NO: 1879) SPAG5 NM_006461.3 AACAAGACATGAT GTTTGTCTCTGCC TCCTCTCTCACC ATTTGAGGCCCGTT ATGGTATCTAAA AGATCGTCTGTT TAGATACCATGGCA CGGGCCTCAAAT CTCAAAGGTCCA GAGACAAACAGCA ATCATGTCTTGTT TTTAAAGATATG TATCTTTAAATGGA (SEQ ID NO: 1883) CT (SEQ ID NO: CCTTTGAGAACAGA 1884) CGATCTGGTGAGAG AGGA (SEQ ID NO: 1882) SPARC NM_003118.2 TTTTCGAGACCTGT CTCATCCAGGGC CGATATCCTTCT GACCTGGACAATG GATGTACTTGTCA GCTTGATGCCGA ACAAGTACATCGCC TTGTCCAGGTCAC AGCAGCCGGCCC CTGGATGAGTGGGC AGGTCTCGAAAA A (SEQ ID NO: CGGCTGCTTCGGCA (SEQ ID NO: 1886) 1887) TCAAGCAGAAGGA TATCGACAAGGATC TTGT (SEQ ID NO: 1885) SPARCL1 NM_004684.4 TTGACCAACACCCT AGGAGCAAGTTC TCAAAGAAACG ATGGATAGAGTCTT AGAATGTGTCAA GGTTATGCAGTG GACACATTCTGAAC GACTCTATCCATA TTCCATGGGCAC TTGCTCCTCTGCGA GGGTGTTGGTCA CAGAGATGCTCG GCATCTCTGGTGCC A (SEQ ID NO: CAG (SEQ ID NO: CATGGAACACTGCA 1889) 1890) TAACCCGTTTCTTT GA (SEQ ID NO: 1888) SPATA6 NM_019073.2 GTCCAAACCAAATG CATGGTAACCTG GTAGAAAATTCC TCTGGACACCATGA GCGGTTTGAATC AGCCTTGGAGCA TTCAAACCGCCAGG ATGGTGTCCAGA TTTCCTCGAAGG TTACCATGAGGAGG CATTTGGTTTGGA CCAGAAATCCTC ATTTCTGGCCTTCG C (SEQ ID NO: CT (SEQ ID NO: AGGAAATGCTCCA 1892) 1893) AGGCTGGAATTTTC TAC (SEQ ID NO: 1891) SPATS1 NM_145026.3 CCACTTGAGCCTCT TCCTTCACCCAGA TCAAGCTCCTCA TCCACAAATTCCCA AAGGCAAGTTGG ACCTCTTGTATC ACTTGCCTTTCTGG GAATTTGTGGAA TCATTTTTCAAA GTGAAGGAGAAGG GAGGCTCAAGTG CTGTTGGCCTTC CCAACAGTTTGAAA G (SEQ ID NO: (SEQ ID NO: 1896) AATGAGATACAAG 1895) AGGTTGAGGAGCTT GACA (SEQ ID NO: 1894) SPIB NM_003121.3 CTTTGTCATGTACA GTCCTGTCACCCA AAGAACTGCTAC GACTCCCTGGGATC AAACATGAGGAT CCTGCCTCCCCG CTCATGTTTTGGGT CCCAGGGAGTCT AGTATAGTGGTC GACAGGACCTATG GTACATGACAAA CATAG (SEQ ID GACCACTATACTCG G (SEQ ID NO: NO: 1899) GGGAGGCAGGGTA 1898) GCAGTTCTTCCAGA ATCC (SEQ ID NO: 1897) SPINK2 NM_021114.2 CCTGGCAGTCACCT AAAACAGACCAA GGGACATCCTGG TCGCAGCCTCTCTG ATTGAGGGATCA TAATCTATACTG ATCCCTCAATTTGG GAGAGGCTGCGA AGAGCAGTTTGG TCTGTTTTCAAAAT AGGTGACTGCCA CGTTCTATATTTT ATAGAACGCCAAA GG (SEQ ID NO: G (SEQ ID NO: CTGCTCTCAGTATA 1901) 1902) GATTACCAGGATGT CCC (SEQ ID NO: 1900) SPINT2 NM_021102.2 CAGATGCCGGGCCT ATCCGTCAGTGA GTAATTATTGCT CCATGCCTAGGTGG CATTGTACCACCA GTTTCCGTCACA TGGTACAATGTCAC CCTAGGCATGGA GCCCCCATACAC TGACGGATCCTGCC GGC (SEQ ID NO: AAACAGCTGGCA AGCTGTTTGTGTAT 1904) GG (SEQ ID NO: GGGGGCTGTGACG 1905) GAAACAGCAATAA TTAC (SEQ ID NO: 1903) SPON1 NM_006108.2 GATTCCACATTTGA GCACAGCAGTCT TCTCGGACCAAT TGGGGTGACTGACA AAGATGGGTTTG TCCCATAAAATG AACCCATCTTAGAC TCAGTCACCCCAT TGAGTCTGTACT TGCTGTGCCTGCGG CAAATGTGGAAT TGGCAGTTCCGC AACTGCCAAGTACA C (SEQ ID NO: AG (SEQ ID NO: GACTCACATTTTAT 1907) 1908) GGGAATTGGTCCGA GA (SEQ ID NO: 1906) SPRED2 NM_181784.2 TGTCGCTAGCAAGC TCATCATTCTCAC ACCTCCTATACA ATCTGGTTCAGCGG ATCCCATTTCCGC TAATAACTGACT AAATGGGATGTGA TGAACCAGATGC GCAGGCTGAGAT GAATGATGAAACC TTGCTAGCGACA ACTTCTGTCGGG CGACAGAAGTATCT (SEQ ID NO: 1910) TT (SEQ ID NO: CAGCCTGCAGTCAG 1911) TTATTATGTATAGG AGGT (SEQ ID NO: 1909) SPRY1 NM_005841.1 GGATGACTTGAAG TGAACTTGTGCTG CTGGGAGCAGTG GGTTCCTTGAAAGA TGTCAGGTCCTCT CATTCTCCACAC GGACCTGACACAG TTCAAGGAACCC TTGCACTTCCCA CACAAGTTCATTTG TTCAAGTCATCC CACTGTTCACAA TGAACAGTGTGGG (SEQ ID NO: 1913) A (SEQ ID NO: AAGTGCAAGTGTG 1914) GAGAATGCACTGCT CCCAGG (SEQ ID NO: 1912) SRPK1 NM_003137.3 GGGCCTTTTTGAGG CCTCTTCCTGCGA CAGGGATCAGCT TTCTAGTGGAGAAG CCACTCATACTTC CCAACATGGGCA TATGAGTGGTCGCA TCCACTAGAACCT GTAAGAAATCTG GGAAGAGGCAGCT CAAAAAGGCCC TGAAGCCAGCTG GGCTTCACAGATTT (SEQ ID NO: 1916) (SEQ ID NO: 1917) CTTACTGCCCATGT TGGAGCTGATCCCT GAG (SEQ ID NO: 1915) SRPX NM_006307.2 GTATGGTGCTAGTG GGAGACATAGCG CTCAAGGGAAA GATAAGCATGGCAT CTCTTTGTCCATG AGTGTCAATCAG GGACAAAGAGCGC CCATGCTTATCCA GTTGAACAGGGC TATGTCTCCCTGGT CTAG (SEQ ID NO: CACAGGCATCAC GATGCCTGTGGCCC 1919) CAG (SEQ ID NO: TGTTCAACCTGATT 1920) GACACTTTTCCCTT GAG (SEQ ID NO: 1918) SRSF1 NM_006924.4 GAGAGGGCTCACT TTTGAATCCAATG CGCTCCATGAAT GGATCCCAATCCTT ATCCAGCTCCAA CCTGGTAATTCA GGAGCTGGATCATT GGATTGGGATCC TCCTCCCTATCC GGATTCAAATCATA AGTGAGCCCTCTC TATCCACATTAT ATGTGGATAGGATA (SEQ ID NO: 1922) GA (SEQ ID NO: GGGAGGATGAATT 1923) ACCAGGATTCATGG AGCG (SEQ ID NO: 1921) SSBP2 NM_012446.2 GGATCCAACTCGAC TCTGCATTGGCCC TGGTCCTAAGGG AACAAGGACATCC ACCCATATTTGGA CACCATTCCTCT AAATATGGGTGGG TGTCCTTGTTGTC TGGAGGAGTCAT CCAATGCAGAGAA GAGTTGGATCC TC (SEQ ID NO: TGACTCCTCCAAGA (SEQ ID NO: 1925) 1926) GGAATGGTGCCCTT AGGACCACAGAAC TATGGA (SEQ ID NO: 1924) SSPN NM_005086.4 TCTCCTCTAAACCA GAAGAGGAGGAG TTCCCCGTCTTTC CGAAAGAGTAAGA GGTTGCACAAAT CAAAGTCTTGAT TTTGTGCAACCCTC CTTACTCTTTCGT TCATTTAATTCT CTCCTCTTCCACCT GGTTTAGAGGAG CCTGAAGGAGGT CCTTCAGGAGAATT A (SEQ ID NO: G (SEQ ID NO: AAATGAATCAAGA 1928) 1929) CTTTGGAAAGACGG GGAA (SEQ ID NO: 1927) STAG3 NM_012447.2 AGGGACTCAAACC TCAGCTAACAAA CTCTTCTTCACA ATACCTCAGAGGG GAGTCGCCATTCC TTGCGATTCAAG GAATGGCGACTCTT CCTCTGAGGTATG CTGTCTTCAAAG TGTTAGCTGATGAA GTTTGAG (SEQ ID TCAGTGTCTTCA GACACTGACTTTGA NO: 1931) (SEQ ID NO: 1932) AGACAGCTTGAATC GCAATGTGAAGAA GAGAG (SEQ ID NO: 1930) STAMBPL1 NM_020799.2 ATGCTGGCATGCTT TGGATGAAAGCC TTTACCAACACA GAGGTTTCTGCTTG CTTTTTTTTACAA TGTTTGCATATA TAAAAAAAAGGGC GCAGAAACCTCA CTGAACAGCCTG TTTCATCCACACAC AGCATGCCAGCA GGCTCCTTGGTG CAAGGAGCCCAGG T (SEQ ID NO: TG (SEQ ID NO: CTGTTCAGTATATG 1934) 1935) CAAACATGTGTTGG TAAA (SEQ ID NO: 1933) STAP1 NM_012108.2 GAACCCTTCTTTGG TTCTACTGTCACT GTGCTTGATTCT GAAATATGATCCTG ACCAGGCCTCAG TGGAATGTCTAT AGGCCTGGTAGTGA GATCATATTTCCC CTCCTGCCGAAT CAGTAGAAACTACT AAAGAAGGGTTC AGTGATGGAGTA CCATCACTATTCGG (SEQ ID NO: 1937) GT (SEQ ID NO: CAGGAGATAGACA 1938) TTCCAAGAATCAAG CAC (SEQ ID NO: 1936) STAT1 NM_007315.2 TTTGCTGTATGCCA CAGAGTGCGAAC AGCAGCTACGCA TCCTCGAGAGCTGT GTTAACCTAGAC CAGCACGTTAGG CTAGGTTAACGTTC AGCTCTCGAGGA TGCCAAGACTGT GCACTCTGTGTATA TGGCATACAGCA CGAGGTTATATA TAACCTCGACAGTC AA (SEQ ID NO: CA (SEQ ID NO: TTGGCACCTAACGT 1940) 1941) GCTGTGCGTAGCTG CT (SEQ ID NO: 1939) STAT3 NM_139276.2 AGACTTGGGCTTAC ACCCTCGCCCTAG TGCTACCTAAGG CATTGGGTTTAAAT GTCCCTATGATTT CCATGAACTTGA CATAGGGACCTAG AAACCCAATGGT CAATATCTGCTC GGCGAGGGTTCAG AAGCCCAAG (SEQ CAGAGAAGCCCT GGCTTCTCTGGAGC ID NO: 1943) GA (SEQ ID NO: AGATATTGTCAAGT 1944) TCATGGCCTTAGGT AGCA (SEQ ID NO: 1942) STEAP1 NM_012449.2 GATGCCTGGATTGA AGAGACACATAA GAATAGATGTCA GCATGATGTTTGGA ATCTCCATTCTCC CAGCCAACAGA GAATGGAGATTTAT AAACATCATGCT GCCAGTATTGCC GTGTCTCTGGGAAT CAATCCAGGCAT AATCCCACAATT TGTGGGATTGGCAA C (SEQ ID NO: CCC (SEQ ID NO: TACTGGCTCTGTTG 1946) 1947) GCTGTGACATCTAT TC (SEQ ID NO: 1945) STK17A NM_004760.1 CTTTCAGGATGGAA ACCTTCTTGGAGG TCCTCGGTTTCT AAGGCACTAGAAG GCATTTGCTTCTT GATTTGTCGGTA AAGCAAATGCCCTC CTAGTGCCTTTTC TCCGAATTAATT CAAGAAGGTCATTC CATCCTGAAAG TCAGGCACAGAA TGTGCCTGAAATTA (SEQ ID NO: 1949) TG (SEQ ID NO: ATTCGGATACCGAC 1950) AAATCAGAAACCG AGGA (SEQ ID NO: 1948) STK38L NM_015000.1 CCAGACTTGGCTTG TCCTCTTCCTATA TAGATATGGCCT GATGACTTTGAGTC ACTTTCAGAGACT GTATCTTTCTTCT TCTGAAAGTTATAG CAAAGTCATCCA GGACCAACCGCA GAAGAGGAGCTTTT AGCCAAGTCTGG CCTCTCCAAAAG GGAGAGGTGCGGT (SEQ ID NO: 1952) C (SEQ ID NO: TGGTCCAGAAGAA 1953) AGATACAGGCCAT ATCTA (SEQ ID NO: 1951) STMN1 NM_203401.1 CGTGGGTGGCGGC TGTATTCTGCACA ACCTGGATATCA AGGACTTTCCTTAT ATCAACTGGGAT GAAGAAGCCAT CCCAGTTGATTGIG AAGGAAAGTCCT GGTGAATAGAA CAGAATACACTGCC GCCGCCACCCAC GACAAGCGACA TGTCGCTTGTCTTC G (SEQ ID NO: GGCAG (SEQ ID TATTCACCATGGCT 1955) NO: 1956) TCTTCTGATATCCA GGT (SEQ ID NO: 1954) STS NM_000351.4 GACCCAGCTGTAGT TGAAGCAGGCCA CTGCACCAGTGG GAGGTTGCAGTGAT ATCCTACTCAATC GAGTTTAATAAG TGAGTAGGATTGGC ACTGCAACCTCA CATATTCCCATG CTGCTTCAAAGCAG CTACAGCTGG AGAAACCTCTGC AGGTTTCTCATGGG (SEQ ID NO: 1958) TT (SEQ ID NO: AATATGCTTATTAA 1959) ACTCCCACTGGTGC AG (SEQ ID NO: 1957) STX11 NM_003764.3 TGACACCTTGCACT TTCAGTTCCTTAC TTTATTAGGAGG CTTACCGTCTTGAC TTGGCTTCTGTCA CAGGCCTCAGAC AGAAGCCAAGTAA AGACGGTAAGAG ATTCACCCTACA GGAACTGAAGTTGT TGCAAGGTG (SEQ GTCAGATACAAC ATCTGACTGTAGGG ID NO: 1961) (SEQ ID NO: 1962) TGAATGTCTGAGGC CTGCCTCCTAATAA AGA (SEQ ID NO: 1960) SUFU NM_016169.2 GGTGCCTCTTCCTG CCTTGGAGCACT AAAAATGCTCTA CCCGTATCTTTCTC GCCCTTGGAAGA GCCCTTTTAGAC TTCCAAGGGCAGTG GAAAGATACGGG TCTCCCCTTGGC CTCCAAGGCAGGG CAGGAAGAGGCA TTCTCCAGTCCC ACTGGAGAAGCCA CC (SEQ ID NO: TG (SEQ ID NO: AGGGGAGAGTCTA 1964) 1965) AAAGGGCTAGAGC ATTTTT (SEQ ID NO: 1963) SULF1 NM_015170.2 TCCAGAAATCAGG GGTCCAATGTTGC TGCCCAGGACAG AGACGGAGACATTT AAAACTGACAAA CCAAAACCAGA TGTCAGTTTTGCAA ATGTCTCCGTCTC GCACAGCAAGA CATTGGACCAAATA CTGATTTCTGGA ATACTTCATTGT CAATGAAGTATTCT (SEQ ID NO: 1967) ATTT (SEQ ID NO: TGCTGTGCTCTGGT 1968) TTTGGCTGTCCTGG GCA (SEQ ID NO: 1966) SUN5 NM_080675.3 GATGGAAGCCATGT TCTTCATTATTTT TATAGACTTCAG CCGATGAGCAAAA CTGGGCCATTTTT GGCAAAGTCTGG AATGGCCCAGAAA TGCTCATCGGAC CTTTTCGATGTA ATAATGAAGATGAT ATGGCTT (SEQ ID ATCTCCGTGTAT ACACGGAGATTAC NO: 1970) CA (SEQ ID NO: ATCGAAAAGCCAG 1971) ACTTTGCCCTGAAG TCTATA (SEQ ID NO: 1969) SYCP1 NM_003176.2 GCATTGTTCGTACC TTCACCGCAGAC ATTTGTTGAAAC ACCGAGATCAAGC ACCTGACTGCTGC TCTTGAAGAAAG AGCAGTCAGGTGTC TTGATCTCGGTGG TGGAATCGCCTC TGCGGTGAAACCTC TACGAACAATG CCAGGGTCTGAG AGACCCTGGGAGG (SEQ ID NO: 1973) GT (SEQ ID NO: CGATTCCACTTTCT 1974) TCAAGAGTTTCAAC AAAT (SEQ ID NO: 1972) SYK NM_003177.3 CGGACTCTCCAAAG TCTGGGCCTTGTA GTAGTTGATGCA CACTGCGTGCTGAT GTAGTTTTCATCA TTCCGGAGCGTA GAAAACTACTACA GCACGCAGTGCT CCACTTGACAGG AGGCCCAGACCCAT TTGGAGAGTCCG CCACTTTCCATG GGAAAGTGGCCTGT (SEQ ID NO: 1976) GG (SEQ ID NO: CAAGTGGTACGCTC 1977) CGGAATGCATCAAC TAC (SEQ ID NO: 1975) SYPL1 NM_182715.1 GGTCCTCGAGTGGA AACCTCCACAGG CTCAGTAACTGC TTGCTTCTATCTTTG TGGCAAAAGCAA AGGAGGACAATT CTTTTGCCACCTGT AGATAGAAGCAA CACTTGAATTTC GGAGGTTTTAAGGG TCCACTCGAGGA TGTTTGGCCCTT CCAAACAGAAATTC CC (SEQ ID NO: AA (SEQ ID NO: AAGTGAATTGTCCT 1979) 1980) CCTGCAGTTACTGA G (SEQ ID NO: 1978) SYT17 NM_016524.2 CTGCTCCTGACCGT ATGACACAGTGG CCGCCCTTGACC GGTGGATTTTGATA CGGGAGAACTTA AGGTCAACTTCA AGTTCTCCCGCCAC TCAAAATCCACC CACAAAGGCAC TGTGTCATTGGGAA ACGGTCAGGAGC AGAAACTTTCCC AGTTTCTGTGCCTT AG (SEQ ID NO: A (SEQ ID NO: TGTGTGAAGTTGAC 1982) 1983) CTGGTCAAGGGCG GGC (SEQ ID NO: 1981) SYTL4 NM_001129896.1 GCCGGAGCTGGGTT GTTTCAAGGGAG CAACAGGTGCCT GCGATCTTCCCGGA GGTCTCCGGCTCC CCAGAGATCGAG GCCGGAGACCCTCC GGGAAGATCGCA AAGTCCCAGTGC CTTGAAACCGGCAC AC (SEQ ID NO: CG (SEQ ID NO: TGGGACTTCTCGAT 1985) 1986) CTCTGGAGGCACCT GTTGCAAGTGACAG AG (SEQ ID NO: 1984) TARS NM_152295.3 CCCTCGCCAGGTAA CATATTCATCACA AATGTCTGCCAT TGGTAGTTCCAGTG GGTTGGTCCCACT GAATTTGGCATC GGACCAACCTGTGA GGAACTACCATT GTGGAATTGTTG TGAATATGCCCAAA ACCTGGCG (SEQ TCGTACCTTTTG AGGTACGACAACA ID NO: 1988) GG (SEQ ID NO: ATTCCACGATGCCA 1989) AATTCATGGCAGAC ATT (SEQ ID NO: 1987) TAX1BP1 NM_006024.4 AAAAAACCACACC AGCATCCGCTCTA CCAAACTCAAAG TAAAATAGACCACT TGGTCTCCTCAGT TAGCTCCTGGTC GAGGAGACCATAG GGTCTATTTTAGG AGAAAGTGCAGT AGCGGATGCTTTCA TGTGGTTTTTT AAAGGGTGCATG TGCACCCTTTACTG (SEQ ID NO: 1991) AA (SEQ ID NO: CACTTTCTGACCAG 1992) GAGCTACTTTGAGT TTGG (SEQ ID NO: 1990) TBC1D27 XM_002343481.2 TGAGCTGCATTTTT CTTGCACCAGCTT TACAATTGCACT TGGAGAGGCGGCC TGGGGACAGGGG GCAAGGCACTGG CCTGTCCCCAAAGC CCGCCTCTCCAAA CCTGCTACACCC TGGTGCAAGCCCTG AAATGCAG (SEQ AGGG (SEQ ID GGTGTAGCAGGCC ID NO: 1994) NO: 1995) AGTGCCTTGCAGTG CAATTGTACCTGAG GACC (SEQ ID NO: 1993) TBC1D9 NM_015130.2 ACCAATAAAGACA AGCAAGGAGTGG TGATGAGTCTAA GCACACTGCCTCCC AGGTGAGGAATG AGATGTCTACCT ATTCCTCACCTCCA GGAGGCAGTGTG CAGGGTAAGGTT CTCCTTGCTCAGCG CTGTCTTTATTG CCACATCATCGC ATGATGTGGAACCT (SEQ ID NO: 1997) TG (SEQ ID NO: TACCCTGAGGTAGA 1998) CATCTTTAGACTCA TCA (SEQ ID NO: 1996) TCF3 NM_003200.2 ATACGTGTCAACAC GAGGGTCGTTTTA ATTGCTACAGTG AGCTGGCTGGATGA AAGTCCCAATCA CTGTTATATACA TTGGGACTTTAAAA TCCAGCCAGCTGT GGACAGGTCTCT CGACCCTCTTTCAG GTTGACACGTAT GAATCCACCTGA GTGGATTCAGAGAC (SEQ ID NO: 2000) AA (SEQ ID NO: CTGTCCTGTATATA 2001) ACAGCACTGTAGCA AT (SEQ ID NO: 1999) TCF4 NM_001083962.1 TTAGGGGAAGCTCG CATCAGGACGTTT CCATCTGTTCCT GCTGCCCTAGTAAC GCTGGTTTTGTTA CCTACCCTAAGG AAAACCAGCAAAC CTAGGGCAGCCG AATGGCTAATGT GTCCTGATGACAAC AGCTTCCCCTAA CATCACTTCGTT GAAGTGATGACATT (SEQ ID NO: 2003) GT (SEQ ID NO: AGCCATTCCTTAGG 2004) GTAGGAGGAACAG ATGG (SEQ ID NO: 2002) TCTN3 NM_015631.5 AGGTATTGTGGGCA TACATGAGCTTGC TGCTGAGAATCC TATGTAGGTCTCCT GGGTTGGACAGG TGTATAGACTGG GTCCAACCCGCAAG AGACCTACATAT CACTGGTATAGG CTCATGTATCAGGA GCCCACAATACC AATCGAACTCCT GTTCGATTCCTATA T (SEQ ID NO: GA (SEQ ID NO: CCAGTGCCAGTCTA 2006) 2007) TACAGGATTCTCAG CA (SEQ ID NO: 2005) TEAD1 NM_021961.5 CCAGAAGAGGGCT AGACTGTGCTTTC TCACCTCCCCTC AAGATACGTTTTCT AGCTCAAGACAG TGGCCTCAACTT GTCTTGAGCTGAAA AAAACGTATCTT TCTCATCGACAA GCACAGTCTACTCT AGCCCTCTTCTGG AACGAAGGAGA CCTTCGTTTTGTCG (SEQ ID NO: 2009) GT (SEQ ID NO: ATGAGAAAGTTGA 2010) GGCCAGAGGGGAG GTGAC (SEQ ID NO: 2008) TEK NM_000459.2 CGAGTTCGAGGAG TGTTGACGCATCT TATCTCCCTTGT AGGCAATCAGGAT TCATGGTTCGTAT CCACAGTCATAG ACGAACCATGAAG CCTGATTGCCTCT TTAAAGTAGCTG ATGCGTCAACAAGC CCTCGAACTCG GTAGGAAGGAA TTCCTTCCTACCAG (SEQ ID NO: 2012) GCT (SEQ ID NO: CTACTTTAACTATG 2013) ACTGTGGACAAGG GAGATA (SEQ ID NO: 2011) TERT NM_198253.1 GGCTTCAAGGCTGG CGCAAGACCCCA TCTGGAGGCTGT GAGGAACATGCGT AAGAGTTTGCGA TCACCTGCAAAT CGCAAACTCTTTGG CGCATGTTCCTCC CCAGAAACAGG GGTCTTGCGGCTGA CAGCCTTGAAGC CTGTGACACTTC AGTGTCACAGCCTG C (SEQ ID NO: AGC (SEQ ID NO: TTTCTGGATTTGCA 2015) 2016) GGTGAACAGCCTCC AGA (SEQ ID NO: 2014) TEX9 NM_198524.1 ACCTGGACCCGACC CATTTAAACGCTT TATTTCCTTAGC TCCTCGCCTTGGAG ATATTCTTCCTCC TTGTTGAACCAC GAAGAATATAAGC AAGGCGAGGAGG GTCAGCTGTTTT GTTTAAATGCAGAA TCGGGTCCAG TGCCTGCAATTC TTGCAGGCAAAAA (SEQ ID NO: 2018) TG (SEQ ID NO: CAGCTGACGTGGTT 2019) CAACAAGCTAAGG AAATA (SEQ ID NO: 2017) TFDP2 NM_006286.3 GACCTTCTTGGTTA AACTGATTGGGT TTTACACTTGAC AATCAGGGACTACT AGAGTTCAGAAG TGGGGTAAGGTG TCTGAACTCTACCC TAGTCCCTGATTT GCACCAGTGGTC AATCAGTTTCAAAT AACCAAGAAGGT AGGTCTAAATTT TTAGACCTGACCAC C (SEQ ID NO: GA (SEQ ID NO: TGGTGCCACCTTAC 2021) 2022) CCCAGTCAAGTGTA AA (SEQ ID NO: 2020) TFPI2 NM_006528.2 TTTAATCCAAGATA CCACAGCCAGTA CACATGCACGTT CAGAACCTGTGATG TAGGTGAAAGCA TGCAATCCTCCC CTTTCACCTATACT TCACAGGTTCTGT TGCTAACAAAGT GGCTGTGGAGGGA ATCTTGGATTAAA TATTGTCATTCC ATGACAATAACTTT (SEQ ID NO: 2024) CT (SEQ ID NO: GTTAGCAGGGAGG 2025) ATTGCAAACGTGCA TGTG (SEQ ID NO: 2023) TGFBR1 NM_004612.2 GGGGAAATACGAC CAGAAAGGATGG AGGGACCAGCA TTAGTGAGGCATAG ACCAGGGATGTC AGCAGGAGAGC ACATCCCTGGTCCA TATGCCTCACTAA AGGTTCCAAGAA TCCTTTCTGTCTCC GTCGTATTTCCCC ACAGCTGGAGA AGCTGTTTCTTGGA (SEQ ID NO: 2027) (SEQ ID NO: 2028) ACCTGCTCTCCTGC TTGCTGGTCCCTGA CGC (SEQ ID NO: 2026) THBS2 NM_003247.2 AAACATCCTTGCAA TTGCCAAATCCAC CAGCTAAAGCAC ATGGGTGTGACGCG ATCTGGAACCGC CGCACTTTGCTC GTTCCAGATGTGGA GTCACACCCATTT TGCTAACCTTTT TTTGGCAAAACCTC GCAAGGATGTTT ACTTAAATGAGG ATTTAAGTAAAAGG (SEQ ID NO: 2030) TT (SEQ ID NO: TTAGCAGAGCAAA 2031) GTGCGGTGCTTTAG CTG (SEQ ID NO: 2029) THOC5 NM_001002878.1 CCTGGGGATCATGG AACTGATACTGA GACCTAGCTCAA AAAGAAAACTCCG TTGGCTGGATTCG GTACATAGTCGC AATCCAGCCAATCA GAGTTTTCTTTCC TCAAAGTCAGGA GTATCAGTTTGATA ATGATCCCCAGG TGCCAACTTTAT AAGTTGGCATCCTG (SEQ ID NO: 2033) CA (SEQ ID NO: ACTTTGAGCGACTA 2034) TGTACTTGAGCTAG GTC (SEQ ID NO: 2032) THY1 NM_006288.2 CCTGCCTAGTGGAC GGTATTCTCATGG TTCTTTGTCTCAC CAGAGCCTTCGTCT CGGCAGTCCAGA GGGTCAGGCTGA GGACTGCCGCCATG CGAAGGCTCT ACTCGTACTGGA AGAATACCAGCAG (SEQ ID NO: 2036) TGGGTGAACTGC TTCACCCATCCAGT T (SEQ ID NO: ACGAGTTCAGCCTG 2037) ACCCGTGAGACAA AGAA (SEQ ID NO: 2035) TIAM2 NM_001010927.2 TTGCCTGGGGATGA TTGGGAGATGTG TCAAAGAAACCT GAGGGAGAGACAA TAAGACACACGT GCTCCCTCTGGG CGTGTGTCTTACAC TGTCTCTCCCTCT AGAACGGATCAC ATCTCCCAACAGCC CATCC (SEQ ID ATCTAAGTCGGC GACTTAGATGTGAT NO: 2039) TG (SEQ ID NO: CCGTTCTCCCAGAG 2040) GGAGCAGGTTTCTT TGA (SEQ ID NO: 2038) TICAM2 NM_021649.4 TATTCCCCACTTGT AAGATGTGTGCA TGCTCCTCATAG ATATCCCCTACCAG GATCCCGGTACT AACGTTTTGGTT TACCGGGATCTGCA GGTAGGGGATAT CATGGCTATGAA CACATCTTTTTGCA ACAAGTGGGGAA GAGGTAACTGCA GTTACCTCTTCATA TA (SEQ ID NO: AA (SEQ ID NO: GCCATGAACCAAA 2042) 2043) ACGTTCTATGAGGA GCA (SEQ ID NO: 2041) TJP2 NM_004817.2 AGCCAATGATAGCT GCTGATGCTGAA ATCATCCATCCC GGTTTGGCAGCTTA TAGTGTCCTTTAA TTCCATCTTTCCT AAGGACACTATTCA GCTGCCAAACCA TCAGAGACCCAA GCATCAGCAAGGA GCTATCATTGGCT ACCGCTTCTCCT GAAGCGGTTTGGGT (SEQ ID NO: 2045) T (SEQ ID NO: CTCTGAAGGAAAG 2046) ATGGAAGGGATGG ATGAT (SEQ ID NO: 2044) TK1 NM_003258.1 GGATGGCCTGGATT AAGGGCTTTGAG TCTTGGTGAAAG CACGCCCTCTTGTT CCCAAAAGGAAA ATGCTGTTGTTC TCCTTTTGGGCTCA CAAGAGGGCGTG CTGTGGAAACCA AAGCCCTTCCTACC AATCCAGGCCAT TCACCAGAGGTA TCTGGTGATGGTTT CC (SEQ ID NO: GG (SEQ ID NO: CCACAGGAACAAC 2048) 2049) AGCATCTTTCACCA AGA (SEQ ID NO: 2047) TLE4 NM_007005.3 AAAACAAGGACAG TGTTTTTCAGAGG CCGGAGGTAAA CAGAGGAGGGTTT GAGGTCTCTGCA GAAAGCAAGTCC GCAGAGACCTCCCT AACCCTCCTCTGC TCATCCCAGGAG CTGAAAAACACAA TGTCCTTGTTTT AGAGTCCATTCT AGAATGGACTCTCT (SEQ ID NO: 2051) TTG (SEQ ID NO: CCTGGGATGAGGA 2052) CTTGCTTTCTTTACC TCCGG (SEQ ID NO: 2050) TLK1 NM_012290.3 CCACGCGTCCGCGG CTACTTTGGACAC TGGGACCAAGAT GTTCCCAGAAAGTA TCATCAAGCTACT GGCGGCCCCTCC GCTTGATGAGTGTC TTCTGGGAACCC AAACTTCCACTG CAAAGTAGCAGTG GCGGACGCGTGG (SEQ ID NO: 2055) GAAGTTTGGAGGG (SEQ ID NO: 2054) GCCGCCATCTTGGT CCCAGCTCTCCACG TCTC (SEQ ID NO: 2053) TLR7 NM_016562.3 TGTGGGCACCACAC GAAAAAGAGCAG GTGTCTTTCTTTC AGGTGGTTGCTGCT GAAGCACTGAAG TTACTGTTTCCCT TCAGTGCTTCCTGC CAGCAACCACCT ATGGAACCCAGA TCTTTTTCCTTGGG GTGTGGTGCCCA AGCAGGCCCAA CCTGCTTCTGGGTT CA (SEQ ID NO: G (SEQ ID NO: CCATAGGGAAACA 2057) 2058) GTAAGAAAGAAAG ACAC (SEQ ID NO: 2056) TM4SF1 NM_014220.2 AATCGCAGTATTTA AGCAAACACCAC AGCTCAGTGATA AGAGGTAGCAGGA TCTCAGCCCATTC CCCCAAATTAGA ATGGGCTGAGAGT CTGCTACCTCTTA TGAAAGTGTGCC GGTGTTTGCTTTCT AATACTGCGATT CTTCTGGTGGAG CCACCAGAAGGGC (SEQ ID NO: 2060) AA (SEQ ID NO: ACACTTTCATCTAA 2061) TTTGGGGTATCACT GAGCT (SEQ ID NO: 2059) TMBIM6 NM_003217.2 GGCCCTTCCTTCCT GTCCCACAGGAA GTTAACAATGGG CATTGTTGTTTGGT CTGTGCGCATACC ACCACTGAACTT ATGCGCACAGTTCC AAACAACAATGA CTTTCCAATGGA TGTGGGACTGGGCC GGAAGGAAGGGC AAACTCACGGCC GTGAGTTTTCCATT C (SEQ ID NO: CA (SEQ ID NO: GGAAAGAAGTTCA 2063) 2064) GTGGTCCCATTGTT AAC (SEQ ID NO: 2062) TMEM109 NM_024092.2 TAGGGGCCACTTTT AGAGAAGGACAT GAACAGTAAGA CCTTTGAGGCTCTA CCACCTCCACTAG ATTGGGCATTTA GTGGAGGTGGATGT AGCCTCAAAGGA TTCTTCACATCA CCTTCTCTGCCAGG AAAGTGGCCCCT TGTGCCAAGCCT CTTGGCACATGATG A (SEQ ID NO: GGC (SEQ ID NO: TGAAGAATAAATG 2066) 2067) CCCAATTCTTACTG TTC (SEQ ID NO: 2065) TMEM119 NM_181724.2 GTCACAGGTCATTT GCTCCCTTGATGG CACCTTGGCGTC GTGGGGCAAACAT AAAAGCAGTGAT TCTCATCCAAAC CACTGCTTTTCCAT GTTTGCCCCACAA TCTTCCAAAACT CAAGGGAGCAAAG ATGACCTGTGAC CCCACTTATTCT AATAAGTGGGAGTT (SEQ ID NO: 2069) TT (SEQ ID NO: TTGGAAGAGTTTGG 2070) ATGAGAGACGCCA AGGTG (SEQ ID NO: 2068) TMOD1 NM_003275.2 AGATGCTCAAGGA GTTGGATTCCACA TTGTATGGGAGG GAACAAGGTGTTG TTCAGTGTCTTCA GCTTCTACCAGG AAGACACTGAATGT ACACCTTGTTCTC CGCAGAATCCCA GGAATCCAACTTCA CTTGAGCATCT GCTCCAGAAATG TTTCTGGAGCTGGG (SEQ ID NO: 2072) AA (SEQ ID NO: ATTCTGCGCCTGGT 2073) AGAAGCCCTCCCAT ACAA (SEQ ID NO: 2071) TMPRSS6 NM_153609.2 CCCGAGGGCCTAGT AATGCAGCTATG GCCCACGTAGCT GATCCTGGAAGCCA TCTTTCACACTGG GTAGCGGTAACA GTGTGAAAGACAT CTTCCAGGATCAC ACCCAGCGTGGA AGCTGCATTGAATT TAGG (SEQ ID NO: ATTC (SEQ ID NO: CCACGCTGGGTTGT 2075) 2076) TACCGCTACAGCTA CGTGGGCCAGGGC CAGG (SEQ ID NO: 2074) TNF NM_000594.2 AGCAACAAGACCA CAGGCCACACAT TTCTGGAGGCCC CCACTTCGAAACCT TCCTGAATCCCAG CAGTTTGAATTC GGGATTCAGGAAT GTTTCGAAGTGGT TTAGTGGTTGCC GTGTGGCCTGCACA GGTCTTGTTGCT AGCACTTCACTG GTGAAGTGCTGGCA (SEQ ID NO: 2078) TG (SEQ ID NO: ACCACTAAGAATTC 2079) AAACTGGGGCCTCC AGAA (SEQ ID NO: 2077) TNFAIP2 NM_006291.2 GTCACTGTACCCGG TGTGATCATAAG CAGCTGACCTGA CCTGCTCTACCGCT CGTCCTTAAAAG AAATAGAAAGA TTTAAGGACGCTTA CGGTAGAGCAGG CGACCTGGGTTC TGATCACATTGCGC CCGGGTACAGTG TCTGGGTAGGCG CTACCCAGAGAACC AC (SEQ ID NO: CAA (SEQ ID NO: CAGGTCGTCTTTCT 2081) 2082) ATTTTCAGGTCAGC TG (SEQ ID NO: 2080) TNFAIP3 NM_006290.2 CAAAGCCCTCATCG TCTTCTGGCTTTC GTTCGTTTTCAG ACAGAAACATCCA CAGGGTGGCCTG CGCCACAAGCTT GGCCACCCTGGAA GATGTTTCTGTCG CCGGACTTCTCG AGCCAGAAGAAAC ATGAG (SEQ ID ACACCAGTTGAG TCAACTGGTGTCGA NO: 2084) TT (SEQ ID NO: GAAGTCCGGAAGC 2085) TTGTGGCGCTGAAA ACGAAC (SEQ ID NO: 2083) TNFRSF13B NM_012452.2 TGCAAAACCATTTG CAGAAGGCTGCA TCATAGAACTTG CAACCATCAGAGCC CAGGTGCGCTGG CCTTGCTCCTTG AGCGCACCTGTGCA CTCTGATGGTTGC CGGCAGCTGAGT GCCTTCTGCAGGTC AAATGGTTTTGCA GACCTG (SEQ ID ACTCAGCTGCCGCA (SEQ ID NO: 2087) NO: 2088) AGGAGCAAGGCAA GTTCTATGACCATC TCC (SEQ ID NO: 2086) TNFRSF14 NM_003820.2 CTCAGGGAGCCTCG TGATTAGGCCAA GACGATCACCTT TCATCGTCATTGTT CTGTGGAGCAAA GACTACATCACC TGCTCCACAGTTGG CAATGACGATGA CCTTGGCTTTCTT CCTAATCATATGTG CGAGGCTCCCTG CTTTTCACACAT TGAAAAGAAGAAA AG (SEQ ID NO: A (SEQ ID NO: GCCAAGGGGTGAT 2090) 2091) GTAGTCAAGGTGAT CGTC (SEQ ID NO: 2089) TNFRSF17 NM001192.2 TCTGACCATTGCTT AGAATGGTTGCG TCAAAGCAGCTG TCCACTCCCAGCTA CCTTCCTCCATAG GCAGGCTCTTGC TGGAGGAAGGCGC CTGGGAGTGGAA AATAGTCATTCG AACCATTCTTGTCA AGCAATGGT (SEQ TTTTCGTGGTGA CCACGAAAACGAA ID NO: 2093) CA (SEQ ID NO: TGACTATTGCAAGA 2094) GCCTGCCAGCTGCT TTGA (SEQ ID NO: 2092) TNFRSF19 NM_018647.2 TGAATCAGGAGACT AGTTTCCAGACC TTAGACAACTCC GTAGACAGCAAGA GATCCCTGAATTC ATGCCTGGCCCA ATTCAGGGATCGGT TTGCTGTCTACAG CACTGGTTGCAG CTGGAAACTGTGTT TCTCCTGATTCA GGAACAC (SEQ CCCTGCAACCAGTG (SEQ ID NO: 2096) ID NO: 2097) TGGGCCAGGCATG GAGTTGTCTAAGGA ATGT (SEQ ID NO: 2095) TNFSF10 NM_003810.2 GGGGGGACCCAGC CTGTGAAGATCA GTTGGTAAAGTA CTGGGACAGACCTG CGATCAGCACGC CACGTAAGTTAC CGTGCTGATCGTGA AGGTCTGTCCC AGCCACACAGA TCTTCACAGTGCTC (SEQ ID NO: 2099) GAGACTGCAGG CTGCAGTCTCTCTG AGCA (SEQ ID TGTGGCTGTAACTT NO: 2100) ACGTGTACTTTACC AAC (SEQ ID NO: 2098) TNFSF4 NM_003326.2 GAAGGTCAGGTCTG CTTTGTAAGTCAG GAAGTCATCCAG TCAACTCCTTGATG AGAGGCCACCAT GGAGGTATTGTC GTGGCCTCTCTGAC CAAGGAGTTGAC AGTGGTCACATT TTACAAAGACAAA AGACCTGACCTTC CAAGTAGACTTT GTCTACTTGAATGT (SEQ ID NO: 2102) GT (SEQ ID NO: GACCACTGACAATA 2103) CCTCCCTGGATGAC TTC (SEQ ID NO: 2101) TNXB NM_019105.5 CAGGTGGTACCTGT AGTGAGGAGACA TCTTGTTCGCAA GGAAGGGCCCGAG ACAAATGAACGC TTCCAAACAGAG CGTTCATTTGTTGT TCGGGCCCTTCCA TGAATCTGTACT CTCCTCACTGGACC CAGGTACCACCT TGTGGTCAGGGT CTGACCACAAGTAC G (SEQ ID NO: CC (SEQ ID NO: AGATTCACTCTGTT 2105) 2106) TGGAATTGCGAACA AGA (SEQ ID NO: 2104) TOP2A NM_001067.2 TTTCAGCTCTTGAC GGGAGATTCAGA TCCCCGAGTCTT CTGTCCCCTCTGGC CTCAGAGGCAGC CTGCAATCCAGT TGCCTCTGAGTCTG CAGAGGGGACA CCTCTTAGAAAT AATCTCCCAAAGAG (SEQ ID NO: 2108) TGGTTTCTCTCTT AGAAACCAATTTCT T (SEQ ID NO: AAGAGGACTGGAT 2109) TGCAGAAGACTCG GGGA (SEQ ID NO: 2107) TOX NM_014729.2 AATGAGCAGCTTTG GCACTGTGCTTTC ACTCTCTACCCT ACTTTGACAGGCGG CTGCACAAACCG GGTCGCACAGCT TTTGTGCAGGAAAG CCTGTCAAAGTC GCTCTAGAAAAG CACAGTGCCGTGTT AAAGCTGC (SEQ CTGTAAACAACA GTTTACAGCTTTTC ID NO: 2111) CG (SEQ ID NO: TAGAGCAGCTGTGC 2112) GACCAGGGTAGAG AGT (SEQ ID NO: 2110) TP53 NM_000546.2 GGGGAGCAGGGCT TAGACTGACCCTT GTCTGAGTCAGG CACTCCAGCCACCT TTTGGACTTCAGG CCCTTCTGTCTT GAAGTCCAAAAAG TGGCTGGAGTGA GAACATGAGTTT GGTCAGTCTACCTC GCCCTG (SEQ ID TTTATGGCGGGA CCGCCATAAAAAA NO: 2114) GG (SEQ ID NO: CTCATGTTCAAGAC 2115) AGAAGGGCCTGAC TCAGAC (SEQ ID NO: 2113) TP73 NM_005427.1 CAAGCCGGGGGAA GTCCATGCTGGA CATGACAGATGT TAATGAGGTGGTGG ATCCGTTCCGCCC AGTCATGCCCTC GCGGAACGGATTCC ACCACCTCATTAT CAGGTGGAAGA AGCATGGACGTCTT T (SEQ ID NO: C (SEQ ID NO: CCACCTGGAGGGC 2117) 2118) ATGACTACATCTGT CATGGCCCAGTTCA ATCT (SEQ ID NO: 2116) TPM1 NM_000366.5 CCTCTCTGAGCTCT GAGAGAACCAGG GTACAATAGAAA GCATTTGTCTATTC GTCAGCTGGAGA GCACAGTGTGTG TCCAGCTGACCCTG ATAGACAAATGC CCTGGCTCTAAG GTTCTCTCTCTTAG AGAGCTCAGAGA GCAGGATGCTAA CATCCTGCCTTAGA GG (SEQ ID NO: GA (SEQ ID NO: GCCAGGCACACACT 2120) 2121) GTGCTTTCTATTGT AC (SEQ ID NO: 2119) TPX2 NM_012112.4 TGGGACCTGCTCTT CCAATGACAAAG TTCTCAGGCACG AACCTCAAACCTAG CAAGACGGTCCT GGTAGGTAAAA GACCGTCTTGCTTT AGGTTTGAGGTT GTCTGGAGAAAT GTCATTGGGCATGG AAGAGCAGGTCC GGGTTCTCTCCA AGAGAACCCATTTC CA (SEQ ID NO: TGC (SEQ ID NO: TCCAGACTTTTACC 2123) 2124) TACCCGTGCCTGAG AA (SEQ ID NO: 2122) TRAF1 NM_005658.3 CGAGTGATGGGTCT CAAGAGGTTATT TTGTTCTACAAA AGGCCCTGAAACTG GCTAGGACATCA TCCCCCCTTGGG ATGTCCTAGCAATA GTTTCAGGGCCTA CTCAACACTCGG ACCTCTTGATCCCT GACCCATCACTC TGAGTAGGGAT ACTCACCGAGTGTT G (SEQ ID NO: (SEQ ID NO: 2127) GAGCCCAAGGGGG 2126) GATTTGTAGAACAA GCC (SEQ ID NO: 2125) TRAF3 NM_145725.1 ATATGATGCCCTGC GCATGAGTGTCA GCTTGAATGCAT TTCCTTGGCCGTTT CTTTCTGCTTAAA CTCCCAAATGAC AAGCAGAAAGTGA CGGCCAAGGAAG GTCGAGAGGACC CACTCATGCTGATG CAGGGCATCATA CCTGATCCATCA GATCAGGGGTCCTC T (SEQ ID NO: (SEQ ID NO: 2130) TCGACGTCATTTGG 2129) GAGATGCATTCAAG CCC (SEQ ID NO: 2128) TRIM56 NM_030961.1 GTGGAGGCCGAGG TTGAAAAGTTGC CCTATTCTCACA ACATTTTCCTGAAG CAACCCCTGCCCT CACTAGAAGACG GGCAGGGGTTGGC TCAGGAAAATGT GGTTAGCAGTTT AACTTTTCAACATG CCTCGGCCT (SEQ GGCACTCCATG GAGTGCCAAACTGC ID NO: 2132) (SEQ ID NO: 2133) TAACCCGTCTTCTA GTGTGTGAGAATAG GGAC (SEQ ID NO: 2131) TRIM6- NM_001003819.3 AAGGATGCTGCGA CCCAGTAGCTTTG CTCTCCTCTCTCT TRIM34 GTGTGTAGAGAGCT GACATCTGTCAG TCTGGTTAAAGA GACAGATGTCCAA CTCTCTACACAC CCCCTGGATGG AGCTACTGGGCCAT (SEQ ID NO: 2135) (SEQ ID NO: 2136) CCAGGGGTCTTTAA CCAGAAGAGAGAG GAGAGCCTCAGGA GTTAGG (SEQ ID NO: 2134) TRIM62 NM_018207.2 GATTTACTACCTGG TCCAGCTCTTCCA ATGATGAATCTG CCCCTGGTGGCTTG ACAATTTTGCAA GCGCTGGGAGTT CAAAATTGTTGGAA GCCACCAGGGGC CCTGGAAATTCA GAGCTGGAGAAGC CAGGTAGTAAAT GCAGAGTCTGCT AGACTCTGCTGAAT C (SEQ ID NO: TC (SEQ ID NO: TTCCAGGAACTCCC 2138) 2139) AGCGCCAGATTCAT CAT (SEQ ID NO: 2137) TRIP13 NM_004237.2 AAGAGACAGAAAA AGCTGCAGGTAG GATTTGACTTCC CATAATTGCAGCAA AACCCAGTGATTT ACATCGTATACC ATCACTGGGTTCTA GCTGCAATTATGT AAGCTGTCCCAA CCTGCAGCTGAATT TTTCTGT (SEQ ID AGCCCATGGAAT CCATGGGCTTTGGG NO: 2141) TC (SEQ ID NO: ACAGCTTGGTATAC 2142) GATGTGGAAGTCA AATC (SEQ ID NO: 2140) TTC9 NM_015351.1 AGCATCGTATAGGC TATTTACACTGAA GGGCTGCTTCCA TAGGGGATTGAACT TCAGTCCACAGTT ACAGAACTGACA GTGGACTGATTCAG CAATCCCCTAGCC GGAACTACTACC TGTAAATAAAAAC TATACGATGCT TGTTAATTTGTTT AAATTAACAGGTA (SEQ ID NO: 2144) T (SEQ ID NO: GTAGTTCCTGTCAG 2145) TTCTGTTGGAAGCA GCCC (SEQ ID NO: 2143) TUBB2C NM_006088.5 TGGCGGAGCGTCG ACAGCAGCAGAA GCGGCGGCGGC GTTGTAGCACTCTG GAGCGGGCGCGC GGGGAAGCAGG CGCGCCCGCTCTTC AGAGTGCTACAA AGGAAGTAGAC TGCTGCTGTTTGTC (SEQ ID NO: 2147) AA (SEQ ID NO: TACTTCCTCCTGCT 2148) TCCCCGCCGCCGCC GCCGCCATCATGAG GGA (SEQ ID NO: 2146) TUBG1 NM_001070.4 CCCCTCAGAGCACA ATGTATATGAGA TAGTCTCATAAG GATCAGGGACCTCA AAGAGATGCGTG AGGAGAAGTAA CGCATCTCTTTCTC AGGTCCCTGATCT ATGTGTTTGCAG ATATACATGGACTC GTGCTCTGAGGG GCCAACAGAGA TCTGTTGGCCTGCA G (SEQ ID NO: GTCC (SEQ ID NO: AACACATTTACTTC 2150) 2151) TCCTCTTATGAGAC TA (SEQ ID NO: 2149) TXN NM_003329.2 CAGCCAAGATGGT GGCTTCCTGAAA CACGTGGCTGAG GAAGCAGATCGAG AGCAGTCTTGCTC AAGTCAACTACT AGCAAGACTGCTTT TCGATCTGCTTCA ACAAGTTTATCA TCAGGAAGCCTTGG CCATCTTGG (SEQ CCTGCAGCGTCC ACGCTGCAGGTGAT ID NO: 2153) AA (SEQ ID NO: AAACTTGTAGTAGT 2154) TGACTTCTCAGCCA CGTG (SEQ ID NO: 2152) TXNDC5 NM_030810.2 AGCAGATTGAAAT GGCCGTGAAGGT TAACCTCTCACA GCAAAAACCCACA ATCTTCCAGAGGT CTGAGAGAAGTA CCTCTGGAAGATAC GTGGGTTTTTGCA TTCACAGCAACA CTTCACGGCCGCTG TTTCAATCTGCT GAAGCTCCAGCA CTGGAGCTTCTGTT (SEQ ID NO: 2156) GC (SEQ ID NO: GCTGTGAATACTTC 2157) TCTCAGTGTGAGAG GTTA (SEQ ID NO: 2155) TYK2 NM_003331.3 TCATCGCTGACAGC CCAACTTTATGTG GGGCCTGAGCAT TGAGGAAGTCTGCA CAATGTGGATGC CGAAGAGGGCA TCCACATTGCACAT AGACTTCCTCAGC AAGAGATTGAA AAAGTTGGTATCAC TGTCAGCGATGA GCAAGGAGGAG TCCTCCTTGCTTCA (SEQ ID NO: 2159) TGATA (SEQ ID ATCTCTTTGCCCTC NO: 2160) TTCGATGCTCAGGC CC (SEQ ID NO: 2158) TYMS NM_001071.1 TCAGATTATTCAGG GTGTCAATCACTC GATTCCAAGCGC ACAGGGAGTTGAC TTTGCAGTTGGTC ACATGATGATTC CAACTGCAAAGAG AACTCCCTGTCCT TTCTGTCGTCAG TGATTGACACCATC GAATAATCTGA GGTTGGTTTTGA AAAACCAACCCTG (SEQ ID NO: 2162) TG (SEQ ID NO: ACGACAGAAGAAT 2163) CATCATGTGCGCTT GGAATC (SEQ ID NO: 2161) UBE2I NM_003345.3 CGGCCGCCCGAGG GAGTCTGCTGAG CACGAAACCAA GACTTTGAACATGT GGCGATCCCCGA ATGGGTGGTCTT CGGGGATCGCCCTC CATGTTCAAAGTC TCCTCCATGCTT AGCAGACTCGCCCA (SEQ ID NO: 2165) TCCTCTCCTGGG GGAGAGGAAAGCA C (SEQ ID NO: TGGAGGAAAGACC 2166) ACCCATTTGGTTTC GTGGC (SEQ ID NO: 2164) UBE2S NM_014501.2 CCTCTCCGCCACTT GCTCCCTTCCCCG GACGTCAGCGCG CCCTCGCTTCTGAC CAAACTATGGTC CACGTTCCTTGG CATAGTTTGCGGGG AGAAGCGAGGGA TTTTCGACGCGC AAGGGAGCGAGCG AGTGG (SEQ ID TC (SEQ ID NO: CGTCGAAAACCAA NO: 2168) 2169) GGAACGTGCGCGCT GACGTCACGGTTGA GGCT (SEQ ID NO: 2167) UBXN4 NM_014607.3 CATCGCGACGGCCA CTGCCACGAACA TTTATCATCTTCC AAAGGAGCGGCGC CCACGAAGACCG CAACTTGCAGCC GGTCTTCGTGGTGT CGCCGCTCCTTTT ATCTGTGTAGAC TCGTGGCAGGTGAT GGCCG (SEQ ID TGTTCATCATCA GATGAACAGTCTAC NO: 2171) C (SEQ ID NO: ACAGATGGCTGCA 2172) AGTTGGGAAGATG ATAAA (SEQ ID NO: 2170) USP12 NM_182488.3 GTTCTTGCGTATAA CATGTAAGAAGG CTCCAACCTTTT GAGTCAACCTAGG CTCTCCTTTTTCC TCTTCTGAGTGG AAAAAGGAGAGCC TAGGTTGACTCTT CTATGCTATGGA TTCTTACATGCTTA ATACGCAAGAAC AGAGATCTGCTA GCAGATCTCTTCCA (SEQ ID NO: 2174) AG (SEQ ID NO: TAGCATAGCCACTC 2175) AGAAGAAAAAGGT TGGAG (SEQ ID NO: 2173) USP18 NM_017414.3 GGAAATGCC CAAAGGAAATGGAAAA TGCTTCTCCTCA ACCTTCAGAGATTG TGACAGCGTGTC TTGCAAAATCTC ACACGCTGTCATTT AATCTCTGAAGG TTAGAAGACTCC TCCATTTCCGTTCC TTTTGGGCATTTC GTAGATCCAGGA TGGATCTACGGAGT C (SEQ ID NO: AC (SEQ ID NO: CTTCTAAGAGATTT 2177) 2178) TGCAATGAGGAGA AGCA (SEQ ID NO: 2176) USP46 NM_022832.2 AATACCAGAGTTAG CCACGGACACTT AGGAGTCTGAGC CTGGGTATAGAGGT CCTTTGAGCCACC CAAAGAAACAG GGCTCAAAGGAAG TCTATACCCAGCT CGCCATTTTGTT TGTCCGTGGGCAGG AACTCTGGTATT CATTCCTCCCCC GGGAGGAATGAAC (SEQ ID NO: 2180) TGC (SEQ ID NO: AAAATGGCGCTGTT 2181) TCTTTGGCTCAGAC TCCT (SEQ ID NO: 2179) VAC14 NM_018052.3 CCACCTCAGTGACA TGAGAACTGCAA CGGAACATCTTC CGGCCATTGGGATG TCCTGGTCATCAT CGAGGAGTTTTG ATGACCAGGATTGC CCCAATGGCCGT ATGTAGAGGTGG AGTTCTCAAGTGGC GTCACTGA (SEQ TAGAGCCACT TCTACCACCTCTAC ID NO: 2183) (SEQ ID NO: 2184) ATCAAAACTCCTCG GAAGATGTTCCGGC AC (SEQ ID NO: 2182) VASH2 NM_024749.3 TCAAATCCGAATTT CACAGAAACCCT ATAGTTGCAGTT AGCCAAGCCATACC CTTGCTGGCCGGT CCTCCTGAAGAT GGCCAGCAAGAGG ATGGCTTGGCTA GCTGGGTAAAGT GTTTCTGTGGTGCT AATTCGGATTTGA GCAGAGAGAAG TCTCTCTGCACTTT (SEQ ID NO: 2186) CAC (SEQ ID NO: ACCCAGCATCTTCA 2187) GGAGGAACTGCAA CTAT (SEQ ID NO: 2185) VGLL4 NM_001128220.1 GCGCTTTCTCAGTC ACAAAGCGTCTG GTGGAAGCTGAG ACAAGCCATGATG AGTCACCAATTC CCACACACACCC AATTGGTGACTCAG ATCATGGCTTGTG CGGTCTCAAGAA ACGCTTTGTGCTTT ACTGAGAAAGCG GCAAAGGAAAA TTCCTTTGCTTCTTG C (SEQ ID NO: AGC (SEQ ID NO: AGACCGGGGTGTGT 2189) 2190) GTGGCTCAGCTTCC AC (SEQ ID NO: 2188) VMP1 NM_030938.3 GATGATGAAGAGT GACTCTGCATGTT GTACTAGTTTTT ATCAGGAATTTGAA CCAGCATCTCTTC GAACTGCCAGTT GAGATGCTGGAAC AAATTCCTGATAC TGGCCCGGGAGG ATGCAGAGTCTGCA TCTTCATCATC CAAAGTCTTGTG CAAGACTTTGCCTC (SEQ ID NO: 2192) CA (SEQ ID NO: CCGGGCCAAACTG 2193) GCAGTTCAAAAACT AGTAC (SEQ ID NO: 2191) VRK3 NM_016440.3 ACAGACAAGAGTG TCCCTGGTCTGGA TGGAGGTGGGTG GGCGACAGTGGAA AGGACTTCAGCTT CAGCTTCATAGA GCTGAAGTCCTTCC CCACTGTCG (SEQ GAATGCCCTGGT AGACCAGGGACAA ID NO: 2195) TG (SEQ ID NO: CCAGGGCATTCTCT 2196) ATGAAGCTGCACCC ACCTCCACCCTCAC CTGTG (SEQ ID NO: 2194) VWF NM_000552.3 CACCTGCAACCCCT CACCTGTGTTATT TCCTCTTAGCTG GCCCCCTGGGTTAC TTCTTCCTTGTAA AATGGTGCAAGC AAGGAAGAAAATA CCCAGGGGGCAG CGTAGGCAAACA ACACAGGTGAATGT GGGTTGCAGGTG TCTCCCACAACA TGTGGGAGATGTTT (SEQ ID NO: 2198) TT (SEQ ID NO: GCCTACGGCTTGCA 2199) CCATTCAGCTAAGA GGA (SEQ ID NO: 2197) WAC NM_100486.2 CCTCTGGACTGAAC GACCGCTGAAGC GGGTCCTGAAGT CCCACATCTGCACC AGATGTTGGAGG AAGGGAGGTATT TCCAACATCTGCTT TGCAGATGTGGG GGCGACTGTGGA CAGCGGTCCCTGTT GTT (SEQ ID NO: ACAGGAGAAAC TCTCCTGTTCCACA 2201) AGG (SEQ ID NO: GTCGCCAATACCTC 2202) CCTTACTTCAGGAC CC (SEQ ID NO: 2200) WASF1 NM_001024934.1 TGGCCCAGCCTCTC TATGATCCACGTA CTCACTCATCTG ATTTTGAAACAAGA TGTCTGAGGTCTT ACTAAATGGCAA CCTCAGACATACGT GTTTCAAAATGA GGCAGAAAGTG GGATCATATGGATG GAGGCTGGGCCA AGTAAGATCCAT GATCTTACTCACTT (SEQ ID NO: 2204) CCA (SEQ ID NO: TCTGCCTTGCCATT 2205) TAGTCAGATGAGTG AG (SEQ ID NO: 2203) WDR25 NM_024515.4 GCATCCTCAGTGGT TTCAAGGTCTGTT AAGGTAGTGATT GGCTTTGACTTCGC AGGTGCAGCGCG CTAAAGTCACTT GCTGCACCTAACAG AAGTCAAAGCCA CGACCACTAAAT ACCTTGAAACAGG CCACTGAG (SEQ AGCTGGGTTCCT AACCCAGCTATTTA ID NO: 2207) GT (SEQ ID NO: GTGGTCGAAGTGAC 2208) TTTAGAATCACTAC CTT (SEQ ID NO: 2206) WDR55 NM_017706.4 CTACCTCTTCAATT GGGCAAAGCGGT GACTCTCGGTGA GGAATGGCTTTGGG CACTTGTGGCCCC CTGGAACCATGC GCCACAAGTGACC AAAGCCATTCCA AGTCGATAGATT GCTTTGCCCTGAGA ATTGAAGAG (SEQ CAGCTCTCA GCTGAATCTATCGA ID NO: 2210) (SEQ ID NO: 2211) CTGCATGGTTCCAG TCACCGAGAGTCTG CTG (SEQ ID NO: 2209) WFDC9 NM_147198.2 CAGAGTATTGGGA TGTATTTGGGTTA AGATGAACATGA AAAGACTTGCCTTC AGTTCTGGCAGA CGAGTAGAAGA TGCCAGAACTTAAC AGGCAAGTCTTTT ATCCAGGGCTTC CCAAATACACACA CCCAATACTCTG ATGGTGCTCTCT GAGAGCACCATGA (SEQ ID NO: 2213) GTG (SEQ ID NO: AGCCCTGGATTCTT 2214) CTACTCGTCATGTT CATCT (SEQ ID NO: 2212) WHSC1 NM_007331.1 AAAAGAGTGCACG TTCTGGGGCGTCA TGTCCTTCTCCTT CCAGTATCACGTAC CCAAAGAACTGT CAAAAGCTACGA AGTTCTTTGGTGAC ACGTGATACTGG GGCTCTTCTCAA GCCCCAGAAAGAG CGTGCACTCTTTT ATATCCAAGCTC CTTGGATATTTGAG (SEQ ID NO: 2216) T (SEQ ID NO: AAGAGCCTCGTAGC 2217) TTTTGAAGGAGAAG GACA (SEQ ID NO: 2215) WNT3 NM_030753.3 CCAACTCGCCTGTG ATGTAAGATGAG AAAGAAAGCCC GACGGGGAGGCTC AGAGAGGGAGAG CCTTCTTTAAAA TCCCTCTCTCTCAT CCTCCCCGTCCAC ACCACACACCAT CTTACATTTCTCAC AGGCGAGTTGG CCAGAGTAGGGT CCTACTCTGGATGG (SEQ ID NO: 2219) GAGAA (SEQ ID TGTGTGGTTTTTAA NO: 2220) AGAAGGGGGCTTTC TTT (SEQ ID NO: 2218) XAF1 NM_017523.2 TGGTTTGCCCAAGG GGAACCTTTCTTT TCTCCAGGCTGT ACTACAAATAAACC TTTCCCGTTGGTT AGGGCCCAGAG AACGGGAAAAAAG TATTTGTAGTCCT GCTTAATCAGAA AAAGGTTCCAGTTT TGGGCAAAC (SEQ TTTTCAGACAAA TGTCTGAAAATTCT ID NO: 2222) ACT (SEQ ID NO: GATTAAGCCTCTGG 2223) GCCCTACAGCCTGG AGA (SEQ ID NO: 2221) XBP1 NM_005080.2 GGAGTTAAGACAG CCTCCTCTTCAGC CGGCCACTGGCC CGCTTGGGGATGGA AACCAGGGCATC TCACTTCATTCC TGCCCTGGTTGCTG CATCCCCAAG CCTTGGCTTCCG AAGAGGAGGCGGA (SEQ ID NO: 2225) (SEQ ID NO: 2226) AGCCAAGGGGAAT GAAGTGAGGCCAG TGGCCGGGTCTGCT GAGTCC (SEQ ID NO: 2224) YPEL1 NM_013313.3 ATAGAGGGGCCTGT AAATATATGGCA CCCACTCCTGGT GCAATCTCCTAAGG GAAACACAGGCC GGAGGGCAGGT CCTGTGTTTCTGCC TTAGGAGATTGC GGATGAGTGGAT ATATATTTTATTAT ACAGGCCCCTCT TGTAATTTATAA AAATTACAATCCAC AT (SEQ ID NO: TA (SEQ ID NO: TCATCCACCTGCCC 2228) 2229) TCCACCAGGAGTGG GC (SEQ ID NO: 2227) ZAP70 NM_001079.3 GGAGCTCAAGGAC CTATGAGGAGGT CTGGCGCACTGA AAGAAGCTCTTCCT TATCGCGCTTCAG GCCAAAGTTGCC GAAGCGCGATAAC GAAGAGCTTCTT GCAGCCAAGTTC CTCCTCATAGCTGA GTCCTTGAGCTCC AATGTCAG (SEQ CATTGAACTTGGCT (SEQ ID NO: 2231) ID NO: 2232) GCGGCAACTTTGGC TCAGTGCGCCAGGG CGTG (SEQ ID NO: 2230) ZBTB32 NM_014383.1 AGGCCGTCTCGGCC GTGGTGGAGGAA TTCGTTCTTTAAT CTCGACCTCTCCCT GAAGGACAACAG TGGACTCTTGGC GTTGTCCTTCTTCCT GGAGAGGTCGAG TAAGACGCTACC CCACCACCTGACGG GGCCGAGACG GACACCCCGTCA GGTGTCGGTAGCGT (SEQ ID NO: 2234) G (SEQ ID NO: CTTAGCCAAGAGTC 2235) CAATTAAAGAACG AA (SEQ ID NO: 2233) ZBTB37 NM_001122770.1 GAACATACAATTGG GATGGCTCAGGA CACATTGACCAC AGATTCCTGACTTC CAGAGTTGCTGA AATATCACAGAG AGCAACTCTGTCCT AGTCAGGAATCT ACGGCCCTGCAT GAGCCATCTAAACC CCAATTGTATGTT GCGCAACTGGTT AGTTGCGCATGCAG C (SEQ ID NO: TA (SEQ ID NO: GGCCGTCTCTGTGA 2237) 2238) TATTGTGGTCAATG TG (SEQ ID NO: 2236) ZBTB38 XM_929657.1 CAAGACCTGCGGA CATGTTTCTGTAA CTTGTTGCAATA CGGTGCTTTTCGGT GTTTCCTTGCACC CTGACAGACGAA GCAAGGAAACTTA GAAAAGCACCGT CTCCTTCAAGCC CAGAAACATGAAC CCGCAGGTCTTG CAGGTGGATGCG GCATCCACCTGGGC (SEQ ID NO: 2240) TT (SEQ ID NO: TTGAAGGAGTTCGT 2241) CTGTCAGTATTGCA ACAAG (SEQ ID NO: 2239) ZBTB8A NM_001040441.1 TGGAGATAAGGATT AGGATCTATTCTC AACCTGTTGGAT CCAGATGGCACTTG ATCTTCACTCAAG GACCAGATCACC AGTGAAGATGAGA TGCCATCTGGAAT AGACCCATCTTC ATAGATCCTATGTG CCTTATCTCCA TACAATCTCCAC GAGATTGTAGAAG (SEQ ID NO: 2243) AT (SEQ ID NO: ATGGGTCTGGTGAT 2244) CTGGTCATCCAACA GGTT (SEQ ID NO: 2242) ZCCHC2 NM_017742.4 GGCCAACAGCTTGC AGCCAGTAACTC GCGGGAGTACTA ACTGGAGAATCGG AAGGTGCTTTTCC CTGTGTGGAAGG AAAAGCACCTTGA GATTCTCCAGTGC AAGGTTGATGGA GTTACTGGCTTCCC AAGCTGTTGGC ATAGGTAAAGG CTTTACCTATTCCA (SEQ ID NO: 2246) GGA (SEQ ID NO: TCAACCTTCCTTCC 2247) ACACAGTAGTACTC CCGC (SEQ ID NO: 2245) ZCCHC7 NM_032226.2 CTGCTGAAGCTGTT CAGCTAGTGATG AATTCCCTGCCT GTCAGAATCTTCCT TTTTGTCCAAAGG CTTCAGGGCTTC TTGGACAAAACATC AAGATTCTGACA AATGATGACACT ACTAGCTGACTATA ACAGCTTCAGCA TTTGTTTTTATAG AAAACAAAAGTGT G (SEQ ID NO: T (SEQ ID NO: CATCATTGAAGCCC 2249) 2250) TGAAGAGGCAGGG AATT (SEQ ID NO: 2248) ZFP36L1 NM_004926.2 CCACGTGCCCATCT AATCCAGAACCT GTGTGTGTGCCA CAAGACATTCCACT CAAATCTGTGAG GTTCTGTTTACA CACAGATTTGAGGT TGGAATGTCTTGA TTAACATTGGAA TCTGGATTCCAGGT GATGGGCACGTG AACTCCAGACCT CTGGAGTTTTCCAA G (SEQ ID NO: GG (SEQ ID NO: TGTTAATGTAAACA 2252) 2253) GAACTGGCACACA CAC (SEQ ID NO: 2251) ZFP42 NM_174900.3 AAAGAATATGACA GTGCATCCACTCT CATGAATGAGGA GTCTGAGCGCAATC GAGGACAAGCGA GATGCTTTCTCA GCTTGTCCTCAGAG TTGCGCTCAGACT GGGCAGCTCTAT TGGATGCACTAGGA GTCATATTCTTT TCCTCAACTTCC AGTTGAGGAATAG (SEQ ID NO: 2255) TA (SEQ ID NO: AGCTGCCCTGAGAA 2256) AGCATCTCCTCATT CATG (SEQ ID NO: 2254) ZMYND8 NM_183047.1 GTTGGGATCGGGA GGAGCCAACGGC CTGGTCCGGAGA GTTTCGGCACAGAC TTGATGGGATAG GCTTGCGTTTTA TATCCCATCAAGCC TCTGTGCCGAAA GGAACGTGGTAA GTTGGCTCCTTTCA CTCCCGATC (SEQ CGTAGTAGCTGA GCTACTACGTTACC ID NO: 2258) AA (SEQ ID NO: ACGTTCCTAAAACG 2259) CAAGCTCTCCGGAC CAG (SEQ ID NO: 2257) ZNF135 NM_003436.2 ACTAGACCCAAAGT TCTTCAGAGATGC ACAGACCATCCC CAAACTGTCAGTTC CTTGCTTTAGAAC ACAGGAATCTTT TAAAGCAAGGCAT TGACAGTTTGACT CTACCAAGATGA CTCTGAAGAAATAT TTGGGTCTAGT CACTGTTGGATA CCAACAGTGTCATC (SEQ ID NO: 2261) TT (SEQ ID NO: TTGGTAGAAAGATT 2262) CCTGTGGGATGGTC TGT (SEQ ID NO: 2260) ZNF238 NM_006352.3 GGGACTGGAGCGC AATTTCTCATTAG CTACTATGGTCT TGAAAAGTTGTTCC AGCCTGGTCAGG GGAAACTCCATA TGACCAGGCTCTAA AACAACTTTTCAG CTGTCTTCATAA TGAGAAATTCCTCT CGCTCCAGTCCC CCTGGGGAGAG CTCCCCAGGTTATG (SEQ ID NO: 2264) AGG (SEQ ID NO: AAGACAGTATGGA 2265) GTTTCCAGACCATA GTAG (SEQ ID NO: 2263) ZNF281 NM_012482.3 AGCGTTTGGTTCTC TAAAGGTCATTG TGACACTGAAGT AGTTTAAGTCGGGC GCACCCTGCTGCC CCTTACTCTATG AGCAGGGTGCCAA CGACTTAAACTG GTCCACTTCTCC TGACCTTTATCACT AGAACCAAACGC ATTAGAGTTAGT AACTCTAATGGAGA T (SEQ ID NO: GA (SEQ ID NO: AGTGGACCATAGA 2267) 2268) GTAAGGACTTCAGT GTCA (SEQ ID NO: 2266) ZNF318 NMO14345.2 TCCGACCCAACCTG TGAACATGACTT GACTTAATAGAC CCTATTCCATCCAC GCGGAGTACTGT AGAAAGGTGTTA AGTACTCCGCAAGT GGATGGAATAGG AGAGGAGCTGG CATGTTCAGCCACA CAGGTTGGGTCG CTTGCTCATTGT ATGAGCAAGCCAG GA (SEQ ID NO: GGC (SEQ ID NO: CTCCTCTTAACACC 2270) 2271) TTTCTGTCTATTAA GTC (SEQ ID NO: 2269) ZNF385B NM_001113398.1 CTGACAAATCAGA CTGACTGGAACT GGTGTTGTGCCA AGATAAAGGGAAG GCTGGCTTTTAAC GATTTGAGGAGA TTAAAAGCCAGCA TTCCCTTTATCTT AATGAGCCACTT GTTCCAGTCAGCCA CTGATTTGTCAG TCAGAGCTTGAT TCAAGCTCTGAAAG (SEQ ID NO: 2273) GG (SEQ ID NO: TGGCTCATTTCTCC 2274) TCAAATCTGGCACA ACACC (SEQ ID NO: 2272) ZNF598 NM_178167.2 TCAGACAGGGCCTG GTCCCGGCAACT ACCAGCAGCTCA ATCTCCGCAGCCCA CTTGTAATACTGG TTAAAGACCTTC GTATTACAAGAGTT GCTGCGGAGATC TGGAAATTCTCC GCCGGGACCTGCTG AGG (SEQ ID NO: CCCAGCAG (SEQ GGGGAGAATTTCCA 2276) ID NO: 2277) GAAGGTCTTTAATG AGCTGCTGGTCCTG CT (SEQ ID NO: 2275) ZNF608 NM_020747.2 CAGCACAATCATCT GCTGTGGTAATA GCACCGACCTGC CAACTGAAAGAGT GGGAGAATGGGA CCAGGGTGCATG CCCATTCTCCCTAT CTCTTTCAGTTGA TAACTTGGAGAA TACCACAGCTATGA GATGATTGTGCTG TAATAAGGATCA TCCTTATTATTCTCC (SEQ ID NO: 2279) TA (SEQ ID NO: AAGTTACATGCACC 2280) CTGGGCAGGTCGGT GC (SEQ ID NO: 2278) ZNRF1 NM_032268.4 ATAGCTTTGTCACC AGCAGGAGGTGC TTTGCTGGTGGA ACAAAGGGCACTG TGTGAATAGAAC ATTAAATATAGC TTCTATTCACAGCA AGTGCCCTTTGTG ACAGGGAGACA CCTCCTGCTTCTGC GTGACAAAGCTA CAGTTGCCAGGC CTGGCAACTGTGTC T (SEQ ID NO: AGA (SEQ ID NO: TCCCTGTGCTATAT 2282) 2283) TTAATTCCACCAGC AAA (SEQ ID NO: 2281) ZPBP2 NM_198844.2 TGCAAGTAGTACGT TTCATTTTTTCCA GTCGCAGGACTA CTGGATAGCTGTCG AAGCCTGGTCGA CAAACCACACAA ACCAGGCTTTGGAA CAGCTATCCAGA CAGCTAGCGCAA AAAATGAACGTCTA CGTACTACTTGCA TTACTGTGTAGA CACAGTAATTGCGC (SEQ ID NO: 2285) CG (SEQ ID NO: TAGCTGTTGTGTGG 2286) TTTGTAGTCCTGCG AC (SEQ ID NO: 2284) ZWINT NM_007057.3 GGAGATGTAAATTT CTTTCTCCATGCT TAATGATGGTTG GCCATGACTTCCTG GCTGTCCTCCAGG GGAGGTGAGGG GAGGACAGCAGCA AAGTCATGGCAA AAGTCAGAGGCC TGGAGAAAGATCCT ATTTACA (SEQ ID TTTTCTAGGAT AGAAAAGGCCTCT NO: 2288) (SEQ ID NO: 2289) GACTTCCCTCACCT CCCAACCATCATTA CAGG (SEQ ID NO: 2287) IgG2 NCI_Lih_1_ TCCCCAGGCTCTCG TAGACGGGGTAC CTGGGTGCTTTA constant 008.1 GGGTCGCGCGAGG GTGCCAAGCATC TTTCCATGCTGG region ATGCTTGGCACGTA CTCGCGCGACCC GTGCCCGGGAAG CCCCGTCTACATAC CGAG (SEQ ID NO: TATG (SEQ ID NO: TTCCCGGGCACCCA 2291) 2292) GCATGGAAATAAA GCACCCAGCGCTGC CCTG (SEQ ID NO: 2290) IgG4 NCI_Lih_1_ GATGGCGTGGAGG AACTGCTCCTCCC TGCAGGACGGTG constant 034.1 TGCATAATGCCAAG GCGGCTTTGTCTT AGGACGCTGACC region ACAAAGCCGCGGG GGCATTATG (SEQ ACACGGTACGTG AGGAGCAGTTCAA ID NO: 2294) CTGTTG (SEQ ID CAGCACGTACCGTG NO: 2295) TGGTCAGCGTCCTC ACCGTCCTGCACCA GGACT (SEQ ID NO: 2293) IgA2 NCI_Lih_1_ GCCGCTGGCCTTCA TGGGTTTACCCGC AGGTGCCGTCCA constant 017.1 CACAGAAGACCAT CAAGCGGTCGAT CCTCCGCCATGA region CGACCGCTTGGCGG GGTCTTCTGTGTG CAACAGACACAT GTAAACCCACCCAT AAGG (SEQ ID NO: TGACATGGG GTCAATGTGTCTGT 2297) (SEQ ID NO: 2298) TGTCATGGCGGAGG TGGACGGCACCTGC TAC (SEQ ID NO: 2296) IgE NCI_Lih_1_ AAGACCAAGGGCT CTGGICACCTCCA CACGGCAGATGA constant 009.1 CCGGCTTCTTCGTC GGCGGCTGAAGA ACTCATCTTTCT region TTCAGCCGCCTGGA CGAAGAAGCCGG GCTCCCATTCGG GGTGACCAGGGCC AGC (SEQ ID NO: CC (SEQ ID NO: GAATGGGAGCAGA 2300) 2301) AAGATGAGTTCATC TGCCGTGCAGTCCA TGAGG (SEQ ID NO: 2299) EBV EMP1 NCI_Lih_1_ TTGCTTTCCATCTT GTGTGGCTTGGG CAAAGAATGTGT unique 001.1 GTGCCAATACACAT CTGAATCCAAAT CAACAACAGGTG TTGGATTCAGCCCA GTGTATTGGCAC TTCCTGCCTCTG AGCCACACCTAACT AAGATGGAAAGC CTGGCATGAGTT CATGCCAGCAGAG AA (SEQ ID NO: AG (SEQ ID NO: GCAGGAACACCTGT 2303) 2304) TGTTGACACATTCT TTG (SEQ ID NO: 2302) EBV LMP1 NCI_Lih_1_ CTGTTTGGACTTTT GGTCGCATGGTG TGAAGGAACGG 3′ end 025.1 ATGCCTGCTCCTCA GCTTCTTAGATGA CGGAGAGTAGC TCTAAGAAGCCACC GGAGCAGGCATA GTAGAATCCAGC ATGCGACCGGGTA AAAGTCCAAACA CAGTGGTCTACC GACCACTGGCTGGA G (SEQ ID NO: C (SEQ ID NO: TTCTACGCTACTCT 2306) 2307) CCGCCGTTCCTTCA GAA (SEQ ID NO: 2305) EBV NCI_Lih_1_ AATTCACACACGGC GACTCCGGTTCAT GAGGATACCAAT EBNA2 3′ 043.1 AACCCCTAACGTTT GTATTGGTGAAA CATCGGGGAAG end CACCAATACATGAA CGTTAGGGGTTG AGAATGGGAGC CCGGAGTCCCATAA CCGTGTGTGAATT CTCTGGGCTATT TAGCCCAGAGGCTC (SEQ ID NO: 2309) ATGG (SEQ ID CCATTCTCTTCCCC NO: 2310) GATGATTGGTATCC TC (SEQ ID NO: 2308) EBV NCI_Lih_1_ AATTGTTGACACGG AGGGAATTACTG TGTTAGTGGAAT EBNA2 long 006.1 ATAGTCTTGGAAAC AGAGTGACGGGT TAATGGAGTGTC CCGTCACTCTCAGT TTCCAAGACTATC TGACAGTTGTTC AATTCCCTCGAATC CGTGTCAACAATT CTGGTAGGGATT CCTACCAGGAACA (SEQ ID NO: 2312) CG (SEQ ID NO: ACTGTCAGACACTC 2313) CATTAATTCCACTA ACA (SEQ ID NO: 2311) EBV NCI_Lih_1_ GAGGTTTTGAAGGA GGAGCGGGCTTT AATCTACTCCAT EBNA1 024.1 TGCGATTAAGGACC GTCATAACAAGG CGTCAAAGCTGC CDS TTGTTATGACAAAG TCCTTAATCGCAT ACACAGTCACCC CCCGCTCCTACCTG CCTTCAAAACCTC TGATATTGCAGG CAATATCAGGGTGA (SEQ ID NO: 2315) TA (SEQ ID NO: CTGTGTGCAGCTTT 2316) GACGATGGAGTAG ATT (SEQ ID NO: 2314) EBV NCI_Lih_1_ GAGGAAGTATGAA GAGGTAGGGCGC GTACTAACTGAG LPM2A 004.1 TCCAGTATGCCTGC AACAATTACAGG GCCGTGAAACAC CTGTAATTGTTGCG CAGGCATACTGG GAGGCGGCAAT CCCTACCTCTTTTG ATTCATACTTCCT AGCCGCCAGCCA GCTGGCGGCTATTG C (SEQ ID NO: AAA (SEQ ID NO: CCGCCTCGTGTTTC 2318) 2319) ACGGCCTCAGTTAG TAC (SEQ ID NO: 2317) EBV BZLF1 NCI_Lih_1_ TGCCCAAGCCTGGA AAAACATCTGGT GCAGGCGTGGTT 027.1 TGTTGACTCCATTA GTCCGGCGGATA TCAATAACGGGA TCCGCCGGACACCA ATGGAGTCAACA GTTAGAAATTTA GATGTTTTACACGA TCCAGGCTTGGG AGAGATCCTCGT GGATCTCTTAAATT CA (SEQ ID NO: GT (SEQ ID NO: TCTAACTCCCGTTA 2321) 2322) TTGAAACCACGCCT GC (SEQ ID NO: 2320) EBV NCI_Lih_1_ CCAACATCAGCTGG GATGGTTAAGAC AGCCTGGCTGAG EBNA3A 020.1 ATGCTTTGGGGTAT CATGGAGTGTAT ATGATATTGGTT ACACTCCATGGTCT ACCCCAAAGCAT AACGGCAGGAG TAACCATCCCGGGG CCAGCTGATGTTG ACACGGGAACCC TTCCCGTGTCTCCT G (SEQ ID NO: CGG (SEQ ID NO: GCCGTTAACCAATA 2324) 2325) TCATCTCAGCCAGG CT (SEQ ID NO: 2323) EBV NCI_Lih_1 ACAATCGGAAACTT TCATTAGGTGGTG CGTTCTGGATTA EBNA3C 022.1 TAAGCCATATTACC CATTCCACGGGT CGTGTTCTTTTAT CGTGGAATGCACCA AATATGGCTTAA GCCTCTCCGCGC CCTAATGAAAATCC AGTTTCCGATTGT GTGATATGGATT ATATCACGCGCGGA (SEQ ID NO: 2327) T (SEQ ID NO: GAGGCATAAAAGA 2328) ACACGTAATCCAGA ACG (SEQ ID NO: 2326) EBV NCI_Lih_1_ CTCCCGTCGTTATC CAGAGTCTGCTGT CAACATGTCCCT EBNA3B 003.1 TTGGAGAATGTCGG TGCCCCTGGCCG TTCCTGTTTAGC CCAGGGGCAACAG ACATTCTCCAAG AGTTCCTCCGCA CAGACTCTGGAGTG ATAACGACGGGA CTC (SEQ ID NO: CGGAGGAACTGCT G (SEQ ID NO: 2331) AAACAGGAAAGGG 2330) ACATGTTGGGGCTG GGGGA (SEQ ID NO: 2329) HHV8 NCI_Lih_1_ CGGTGTTTGTGGCA GCGCCACCCATTT ACACCAATCGCC T0.7/P6 040.1 GTTCATGTCCCGGA AGTAACACATCC AACAGACAAAC TGTGTTACTAAATG GGGACATGAACT GAGTGGTGGTAT GGTGGCGCTGGAG GCCACAAACACC CGCCCCAAGCCT GCTTGGGGCGATAC G (SEQ ID NO: CCA (SEQ ID NO: CACCACTCGTTTGT 2333) 2334) CTGTTGGCGATTGG TGT (SEQ ID NO: 2332) HHV8 T1.1 NCI_Lih_1_ AGCAAGTCGATTTG TGACAAATGCCA GCTGCCGCACAC 007.1 AATGACATAGGCG CCTCACTTTGTCG CACTTTAGTCCA ACAAAGTGAGGTG CCTATGTCATTCA ATGTTCTTACAC GCATTTGTCAGAAG AATCGACTTGCT GACTTTGAAACT TTTCAAAGTCGTGT (SEQ ID NO: 2336) TC (SEQ ID NO: AAGAACATTGGACT 2337) AAAGTGGTGTGCG GCAGC (SEQ ID NO: 2335) HHV8 NCI_Lih_1_ CCATAATCTTGCAC GTAATCCACTTCC TTATCTCCTGGT ORF73/ 037.1 GGGTCGTCATCCGA ATTTCGTCCTCGG GGGCTACTGGCA LANA GGACGAAATGGAA ATGACGACCCGT ATTTGTTCATGT GTGGATTACCCTGT GCAAGATTATGG GTGCTAACAACA TGTTAGCACACATG (SEQ ID NO: 2339) GG (SEQ ID NO: AACAAATTGCCAGT 2340) AGCCCACCAGGAG ATAA (SEQ ID NO: 2338) HHV8 NCI_Lih_1_ TGTTCTCCACGTAG TCAAAGACCTAA GAATGTCTGTGG vFLIP 021.1 ACGGGGAGCTGTGT TATCCCTCGCACA TGTGCTGCGAGA ORF71 GCGAGGGATATTA CAGCTCCCCGTCT CCCTATAGTGTC GGTCTTTGATATTT ACGTGGAGAACA CTTGCTTAAAAA TTAAGCAAGGACA (SEQ ID NO: 2342) TA (SEQ ID NO: CTATAGGGTCTCGC 2343) AGCACACCACAGA CATTC (SEQ ID NO: 2341) HHV8 NCI_Lih_1_ ATCACAGGCTTAAT GCCAACATGGCC TGCTCAACCCAA BCL2 010.1 GCGAGACAAGGAG TCGAATAAAGAC GCTGGTTTATAC homologue TCTTTATTCGAGGC TCCTTGTCTCGCA CGGTGGTGCTGT CATGTTGGCTAATG TTAAGCCTGTGAT GAAATCTCACAT TGAGATTTCACAGC (SEQ ID NO: 2345) TA (SEQ ID NO: ACCACCGGTATAAA 2346) CCAGCTTGGGTTGA GCA (SEQ ID NO: 2344) HHV8 NCI_Lih_1_ ATTAGCGCATGCAA CCCCACCGGCTTT TCATAGAGAGGA vMIP1b 041.1 ATTAGCTTTGCCGA CCGAGAACTTCG CACCGGTCCCAT ORFK4.2 AGTTCTCGGAAAGC GCAAAGCTAATT TTCCCACGGTCC KIE-3 CGGTGGGGCGCGCT TGCATGCGCTAAT AAAAATCCAGCG GGATTTTTGGACCG (SEQ ID NO: 2348) CG (SEQ ID NO: TGGGAAATGGGAC 2349) CGGTGTCCTCTCTA TGA (SEQ ID NO: 2347) HHV8 vIL6 NCI_Lih_1_ CGTACCGGCATCTG AGATGAAAAATA TAAATCCTATTA 026.1 CAAGGGTATTCTAG GCAGCGGGCTCT ACCCGCAGTGAT AGCCCGCTGCTATT AGAATACCCTTG CAGTATCGTTGA TTTCATCTGAAACT CAGATGCCGGTA TGGCTGGTAGTT ACCAGCCATCAACG CG (SEQ ID NO: TC (SEQ ID NO: ATACTGATCACTGC 2351) 2352) GGGTTAATAGGATT TA (SEQ ID NO: 2350) HHV8 K1- NCI_Lih_1_ TCGGATTCATCCTT CAAAGCCGAGTA TAAAATTGCAGG 32 Bcb K1 015.1 GCCAATATCCTGGT TCGTTGCAATACC TAATGATGTCAA protein ATTGCAACGATACT AGGATATTGGCA TAGTGAGTGTTG CGGCTTTGGCGACT AGGATGAATCCG GCTTCGTCAGTC GACGAAGCCAACA A (SEQ ID NO: GC (SEQ ID NO: CTCACTATTGACAT 2354) 2355) CATTACCTGCAATT TTA (SEQ ID NO: 2353) EBV NCI_Lih_1_ TGTAGCCACCCGTC CAGACACCGTCC GCTGGTACTTGA EBER1 016.1 CCGGGTACAAGTCC TCACCACCCGGG CCGAAGACGGC CGGGTGGTGAGGA ACTTGTACCCG AGAAAGCAGAG CGGTGTCTGTGGTT (SEQ ID NO: 2357) TCTGGGAAGACA GTCTTCCCAGACTC ACCA (SEQ ID TGCTTTCTGCCGTC NO: 2358) TTCGGTCAAGTACC AGC (SEQ ID NO: 2356) EBV NCI_Lih_1_ GTCCCGGGGGAGG TGACTTGCAAAT AAAATAGCGGA EBER2 014.1 AGAAGAGAGGCTT GCTCTAGGCGGG CAAGCCGAATAC CCCGCCTAGAGCAT AAGCCTCTCTTCT CCTTCTCCCAGA TTGCAAGTCAGGAT CCTC (SEQ ID NO: GGGATTAGAGA TCTCTAATCCCTCT 2360) ATCC (SEQ ID NO: GGGAGAAGGGTAT 2361) TCGGCTTGTCCGCT ATTTT (SEQ ID NO: 2359) BCL2_1 NCI_Lih_1_ TCTTGATTCTTCAA GAGACTCAGGGC AAACAAAGCTCC 013.1 AAGCATTCTGAGAA TTATCTCACCTTC TCAGTGGCCAGT GGTGAGATAAGCC TCAGAATGCTTTT GACATCCAGGTT CTGAGTCTCAGCTA GAAGAATCAAGA TTTCTTAGGTAG CCTAAGAAAAACCT (SEQ ID NO: 2363) CT (SEQ ID NO: GGATGTCACTGGCC 2364) ACTGAGGAGCTTTG TTT (SEQ ID NO: 2362) BCL2_2 NCI_Lih_1_ TGGCCTTCTTTGAG CCGGTTGACGCTC CACAGGGCGATG 028.1 TTCGGTGGGGTCAT TCCACACACATG TTGTCCACCAGG GTGTGTGGAGAGC ACCCCACCGAAC GGCGACATCTC GTCAACCGGGAGA TCAAAGAAGGCC (SEQ ID NO: 2367) TGTCGCCCCTGGTG A (SEQ ID NO: GACAACATCGCCCT 2366) GTGGATGACTGAGT ACCT (SEQ ID NO: 2365) BCL2_3 NCI_Lih_1_ ATTCTGCAACACTG CCATGTAAAGTA AAGTGCCATTAT 038.1 TACACATAAAAAAT TCCTTACCGTATT AGCTAATGGTGG ACGGTAAGGATACT TTTTATGTGTACA CCAACTGGAGAC TTACATGGTTAAGG GTGTTGCAGAAT TTACTTTACCTT TAAAGTAAGTCTCC (SEQ ID NO: 2369) AA (SEQ ID NO: AGTTGGCCACCATT 2370) AGCTATAATGGCAC TT (SEQ ID NO: 2368) BCL2_4 NCI_Lih_1_ GAACTTGAGGAAG TCTAGCCTTCCTG TCTCCTAAAAGC 035.1 TGAACATTTCGGTG ATGCGGAAGTCA AGGCACTTGTGG ACTTCCGCATCAGG CCGAAATGTTCA CGGCCTGATGCT AAGGCTAGAGTTAC CTTCCTCAAGTTC CTGGGTAAC CCAGAGCATCAGG (SEQ ID NO: 2372) (SEQ ID NO: 2373) CCGCCACAAGTGCC TGCTTTTAGGAGAC CGAA (SEQ ID NO: 2371) BCL2_5 NCI_Lih_1_ TCAGGGAGTTGGA GTCCTTCATACCC ATTTGTCACACA 011.1 AGTTTTCAGAATAA TTAGTTCTGGTTA AGGTTCTTCGCA CCAGAACTAAGGG TTCTGAAAACTTC GAGGCATCACAT TATGAAGGACCTGT CAACTCCCTGA CGACCCCAATAC ATTGGGGTCGATGT (SEQ ID NO: 2375) AG (SEQ ID NO: GATGCCTCTGCGAA 2376) GAACCTTGTGTGAC AAAT (SEQ ID NO: 2374) BCL2_6 NCI_Lih_1_ CGGCCCCAGCATGC TCTTCAGAGACA AGGGTGATGCAA 032.1 GGCCTCTGTTTGAT GCCAGGAGAAAT GCTCCCACCAGG TTCTCCTGGCTGTC CAAACAGAGGCC GCCAAACTGAGC TCTGAAGACTCTGC GCATGCTGGGGC AGAG (SEQ ID TCAGTTTGGCCCTG CG (SEQ ID NO: NO: 2379) GTGGGAGCTTGCAT 2378) CACCCTGGGTGCCT AT (SEQ ID NO: 2377) CCND1_2 NCI_Lih_1_  TGCTAATTTAAAGA CAGCACTGTGAG TGCAAATTCTTT 030.1 GACTCCAAATCTCA CTGGCTTCATTGA TGGTTCGGCAGC ATGAAGCCAGCTCA GATTTGGAGTCTC TTGCTAGGTGAC CAGTGCTGTGTGCC TTTAAATTAGCA CGGGGCACA CCGGTCACCTAGCA (SEQ ID NO: 2381) (SEQ ID NO: 2382) AGCTGCCGAACCA AAAGAATTTGCACC CCG (SEQ ID NO: 2380) CCND1_3 NCI_Lih_1_ CGCGCCGGTGTCCC CGCAGGGAAGAG ACTACTATGATG 002.1 CAGAGACCAGGCT AAGAGGGACACA CTACGCCCCCGA GTGTCCCTCTTCTC GCCTGGTCTCTGG TCAGATGAAGTG TTCCCTGCGCCTGT GGACACCG (SEQ CCCAGCATCACA GATGCTGGGCACTT ID NO: 2384) GG (SEQ ID NO: CATCTGATCGGGGG 2385) CGTAGCATCATAGT AGT (SEQ ID NO: 2383) CCND1_4 NCI_Lih_1_  ATTGATTCAGCCTG TGCCTGTCCAATC ATTCATCGGAAC 005.1 TTTGGCGTTTCCCA AGATGACTCTGG CGAACTTAGGTT GAGTCATCTGATTG GAAACGCCAAAC GAGTACCCTAAT GACAGGCATGGGT AGGCTGAATCAA TTTCCTTGCACC GCAAGGAAAATTA T (SEQ ID NO: CA (SEQ ID NO: GGGTACTCAACCTA 2387) 2388) AGTTCGGTTCCGAT GAAT (SEQ ID NO: 2386) CCND1_5 NCI_Lih_1_ GTTGTGTGTGCAGG GATATTCCCAAA CCACAGTGGCCC 029.1 GAGGGCAGTTTTCT CCATTCCATTAGA ACACTTGCCTCA AATGGAATGGTTTG AAACTGCCCTCCC AAGTCCTGCTTG GGAATATCCATGTA TGCACACACAAC CAAACAAGTACA CTTGTTTGCAAGCA (SEQ ID NO: 2390) TG (SEQ ID NO: GGACTTTGAGGCAA 2391) GTGTGGGCCACTGT GG (SEQ ID NO: 2389) CCND1_6 NCI_Lih_1_ TCATGGCTGAAGTC GCACACGGCCAC CACTGGATGGTT 019.1 ACCTCTTGGTTACA GCTACGCTACTGT TGTTGGGGTGGT GTAGCGTAGCGTGG AACCAAGAGGTG GGTCACAGGCGC CCGTGTGCATGTCC ACTTCAGCCATG AAAGGACAT TTTGCGCCTGTGAC A (SEQ ID NO: (SEQ ID NO: 2394) CACCACCCCAACAA 2393) ACCATCCAGTGACA AA (SEQ ID NO: 2392) CDKN2A_1 NCI_Lih_1_ GCACTCACGCCCTA CGAGGCTCGCAA TCCCTAGTTCAC 018.1 AGCGCACATTCATG GAAATGCCCACA AAAATGCTTGTC TGGGCATTTCTTGC TGAATGTGCGCTT ATGAAGTCGACA GAGCCTCGCAGCCT AGGGCGTGAGTG GCTTCCGGAGGC CCGGAAGCTGTCGA C (SEQ ID NO: TG (SEQ ID NO: CTTCATGACAAGCA 2396) 2397) TTTTGTGAACTAGG GA (SEQ ID NO: 2395) CDKN2A_2 NCI_Lih_1_ AAAGATACCGCGG CCCCCTCCGACCC CCCTCCTCTTTCT 042.1 TCCCTCCAGAGGAT TGTCCCTCAAATC TCCTCCGGTGCT TTGAGGGACAGGG CTCTGGAGG (SEQ GGCGGAAGAG TCGGAGGGGGCTCT ID NO: 2399) (SEQ ID NO: 2400) TCCGCCAGCACCGG AGGAAGAAAGAGG AGGGGCTGGCTGGT CACCA (SEQ ID NO: 2398)

Gene expression signatures based on novel combinations of genes derived from the 800 gene array can be used to diagnose a patient as having activated B cell-like diffuse large B cell lymphoma (ABC DLBCL), germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL), primary mediastinal B cell lymphoma (PMBL), Burkitt lymphoma (BL), or mantle cell lymphoma (MCL). For example, a gene expression signature that can be used to diagnose a patient as having one of the aforementioned lymphoma types includes at least one, but preferably two or more of the genes set forth in Table 1 (e.g., 2, 5, 10, 50, 75, 100, 125, 150, 175, 200, 225, 250, 275, 300, 400, 500, 600, or 700 genes, or a range defined by any two of the foregoing values). Desirably, the gene expression signature that can be used to diagnose a patient as having ABC DLBCL, GCB DLBCL, PMBL, BL, or MCL includes 15-200 of the genes set forth in Table 1 (e.g., 15, 30, 50, 75, 100, 125, 150, 175, or 200 genes, or a range defined by any two of the foregoing values). In one embodiment, the gene expression signature used to diagnose a patient as having ABC DLBCL, GCB DLBCL, PMBL, BL, or MCL includes the genes set forth in Table 2, or a subset of the genes set forth in Table 2 (e.g., 10, 15, 30, 50, 75, 100, 125, 150, or 190 of the genes set forth in Table 2, or a range defined by any two of the foregoing values).

TABLE 2 GenBank Gene Accession No. ACSL5 NM_016234.3 ADAM12 NM_003474.4 AHCYL2 NM_001130723.2 AHR NM_001621.3 AKAP2 NM_001136562.2 AKAP9 NM_005751.3 ALOX5 NM_000698.2 ANKRD13A NM_033121.1 ANTXR1 NM_018153.3 ARID3A NM_005224.2 ARID3B NM_006465.2 ASB13 NM_024701.3 ATXN7L2 NM_153340.4 AUH NM_001698.2 AUTS2 NM_001127231.1 BANK1 NM_001083907.1 BATF NM_006399.3 BCAT1 NM_005504.4 BCL2 NM_053056.2 BCL2A1 NM_004049.2 BCL2L10 NM_020396.2 BCL6 NM_001706.2 BIRC3 NM_001165.3 BPGM NM_199186.1 BPNT1 NM_006085.4 BSPRY NM_017688.2 BUB1B NM_001211.4 C10orf18 NM_017782.3 C13orf18 NM_025113.2 C3orf37 NM_020187.2 CALD1 NM_033138.2 CARD11 NM_032415.2 CCDC50 NM_174908.3 CCL17 NM_002987.2 CCND1 NM_053056.2 CCND2 NM_001759.2 CCR7 NM_001838.2 CD44 NM_000610.3 CDH11 NM_001797.2 CDK5RAP2 NM_001011649.1 CDK6 NM_001259.5 CFLAR NM_003879.3 CGNL1 NM_032866.3 CHD4 NM_001273.2 CLIP2 NM_003388.4 CPA6 NM_001127445.1 CPNE3 NM_003909.2 CR2 NM_001006658.1 CREB3L2 NM_194071.2 CSF2RA NM_006140.3 CSTA NM_005213.3 CTHRC1 NM_138455.2 CTSH NM_148979.2 CTSK NM_000396.2 CYB5R2 NM_016229.3 CYP27A1 NM_000784.3 DAZAP2 NM_014764.3 DCTD NM_001012732.1 DENND4A NM_005848.3 DNAJB12 NM_017626.4 DNAJC10 NM_018981.1 DOCK10 NM_014689.1 DPYSL3 NM_001387.2 E2F2 NM_004091.2 EEPD1 NM_030636.2 EFEMP2 NM_016938.3 ELL2 NM_012081.5 EML1 NM_004434.2 ENTPD1 NM_001776.4 ERBB2IP NM_018695.2 ERP29 NM_001034025.1 ETV6 NM_001987.4 FAM108C1 NM_021214.1 FAM159A NM_001042693.1 FAM171B NM_177454.3 FAM46C NM_017709.3 FAM69A NM_001006605.3 FAP NM_004460.2 FAS NM_000043.3 FBXO41 NM_001080410.1 FCER2 NM_002002.4 FKBP11 NM_016594.2 FLJ42418 NM_001001695.1 FN1 NM_212482.1 FNDC1 NM_032532.2 FUT8 NM_004480.3 GCET2 NM_001008756.1 GIT2 NM_057169.2 GNA13 NM_006572.4 GNL3 NM_014366.4 GORASP1 NM_031899.2 GSK3B NM_002093.2 GYPC NM_016815.2 HARBI1 NM_173811.3 HCK NM_002110.2 HDAC1 NM_004964.2 HDGF NM_004494.2 HEG1 NM_020733.1 HLA-DMA NM_006120.3 HOMER2 NM_004839.2 HOPX NM_001145460.1 HPCAL1 NM_134421.1 HSP90AA1 NM_005348.3 HSP90B1 NM_003299.1 HSPA9 NM_004134.4 HSPB8 NM_014365.2 HTRA1 NM_002775.4 ICAM1 NM_000201.1 IFIH1 NM_022168.2 IGSF3 NM_001542.2 IK NM_006083.3 IL12A NM_000882.2 IL13RA1 NM_001560.2 IL16 NM_004513.4 IL17RB NM_018725.3 IRF4 NM_002460.1 ISG15 NM_005101.3 ISY1 NM_020701.2 ITGAV NM_002210.2 ITGAX NM_000887.3 ITGB2 NM_000211.2 ITPKB NM_002221.3 JAK2 NM_004972.2 JAK3 NM_000215.2 KCNK12 NM_022055.1 KIAA0746 NM_015187.3 KIAA1274 NM_014431.2 KLHL5 NM_015990.4 KRAS NM_033360.2 KYNU NM_003937.2 LANCL1 NM_006055.1 LDHA NM_005566.1 LIMA1 NM_001113547.1 LIMD1 NM_014240.2 LMO2 NM_005574.3 LRMP NM_006152.2 LRRC15 NM_001135057.2 LRRC33 NM_198565.1 LTBP2 NM_000428.2 LYPD6B NM_177964.3 LYZ NM_000239.2 MAL NM_002371.2 MAML3 NM_018717.4 MAP3K1 NM_005921.1 MAP4K4 NM_004834.3 MAPK10 NM_002753.2 MARCKSL1 NM_023009.5 MAST2 NM_015112.1 MDFIC NM_199072.2 MLL2 NM_003482.3 MLLT10 NM_004641.2 MME NM_000902.2 MMP2 NM_004530.2 MMP9 NM_004994.2 MOBKL2C NM_145279.4 MPEG1 XM_937323.1 MTHFD2 NM_006636.3 MYB NM_005375.2 MYBL1 XM_034274.14 MYC NM_002467.3 NAIF1 NM_197956.3 NANS NM_018946.3 NCF2 NM_000433.2 NECAP2 NM_018090.4 NEIL1 NM_024608.2 NEK6 NM_014397.3 NEU3 NM_006656.5 NFIL3 NM_005384.2 NFKBIZ NM_001005474.1 NIPA2 NM_001008860.1 NOC3L NM_022451.9 NOL5A NM_006392.2 NP NM_000270.3 OPA1 NM_130837.1 OSBPL3 NM_145320.1 PAG1 NM_018440.3 PDE9A NM_001001567.1 PDIA5 NM_006810.2 PDLIM1 NM_020992.2 PDPN NM_006474.4 PFTK1 NM_012395.2 PHF16 NM_014735.3 PHF23 NM_024297.2 PIM1 NM_002648.2 PIM2 NM_006875.2 PLAU NM_002658.2 PLEK NM_002664.2 PLEKHF2 NM_024613.2 PMEPA1 NM_020182.3 PPA1 NM_021129.3 PPP3CC NM_005605.3 PRDX2 NM_005809.4 PRICKLE1 NM_153026.1 PRKCB NM_212535.1 PRPSAP2 NM_002767.2 PRR6 NM_181716.2 PTGIR NM_000960.3 PTK2 NM_005607.3 PTPN1 NM_002827.2 PTRH1 NM_001002913.1 R3HDM1 NM_015361.2 RAB20 NM_017817.1 RAB33A NM_004794.2 RAB7L1 NM_001135664.1 RANBP9 NM_005493.2 RAPGEF5 NM_012294.3 RARRES2 NM_002889.3 RASGRP3 NM_015376.2 RC3H2 NM_018835.2 RCL1 NM_005772.3 REL NM_002908.2 RFTN1 NM_015150.1 RGS9 NM_003835.1 RHOF NM_019034.2 RNF214 NM_207343.2 RNUXA NM_032177.3 ROBO1 NM_002941.2 RRP1B NM_015056.2 S100Z NM_130772.3 S1PR2 NM_004230.2 SACS NM_014363.4 SAMSN1 NM_022136.3 SCARA5 NM_173833.4 SERPINA9 NM_001042518.1 SGK1 NM_005627.2 SH3BP5 NM_001018009.2 SIDT1 NM_017699.2 SLA NM_001045556.2 SLAMF1 NM_003037.2 SLC38A5 NM_033518.2 SMARCA4 NM_003072.3 SNN NM_003498.4 SNX11 NM_152244.1 SNX22 NM_024798.2 SNX29 NM_001080530.2 SOX11 NM_003108.3 SPARC NM_003118.2 SPINK2 NM_021114.2 SPINT2 NM_021102.2 SPRED2 NM_181784.2 SSBP2 NM_012446.2 STAMBPL1 NM_020799.2 STAP1 NM_012108.2 STAT3 NM_139276.2 STK17A NM_004760.1 STS NM_000351.4 STX11 NM_003764.3 SUFU NM_016169.2 SULF1 NM_015170.2 TARS NM_152295.3 TBC1D9 NM_015130.2 TCF3 NM_003200.2 TCF4 NM_001083962.1 TCTN3 NM_015631.5 TERT NM_198253.1 TEX9 NM_198524.1 THBS2 NM_003247.2 THOC5 NM_001002878.1 THY1 NM_006288.2 TIAM2 NM_001010927.2 TICAM2 NM_021649.4 TLE4 NM_007005.3 TLK1 NM_012290.3 TLR7 NM_016562.3 TMEM119 NM_181724.2 TMOD1 NM_003275.2 TNFRSF13B NM_012452.2 TNFRSF17 NM_001192.2 TNFSF4 NM_003326.2 TOX NM_014729.2 TPM1 NM_000366.5 TRAF1 NM_005658.3 TRIM56 NM_030961.1 TRIM62 NM_018207.2 TRIP13 NM_004237.2 TTC9 NM_015351.1 TUBB2C NM_006088.5 UBXN4 NM_014607.3 USP12 NM_182488.3 USP46 NM_022832.2 VAC14 NM_018052.3 VASH2 NM_024749.3 VGLL4 NM_001128220.1 VRK3 NM_016440.3 WAC NM_100486.2 WDR55 NM_017706.4 WNT3 NM_030753.3 XBP1 NM_005080.2 ZBTB32 NM_014383.1 ZBTB37 NM_001122770.1 ZBTB8 NM_001040441.1 ZCCHC2 NM_017742.4 ZCCHC7 NM_032226.2 ZNF281 NM_012482.3 ZNF318 NM_014345.2 ZNF598 NM_178167.2 ZNF608 NM_020747.2

The invention also provides a method for selecting a treatment option for a subject who already has been diagnosed with a diffuse large B cell lymphoma (DLBCL). The method comprises isolating a gene expression product from a biopsy sample from a DLBCL subject, and obtaining digital gene expression data from the isolated gene expression product. The method comprises isolating a gene expression product from a biopsy sample from a DLBCL subject, and obtaining digital gene expression data from the isolated gene expression product. Descriptions of the gene expression product, digital gene expression data, and gene expression signature set forth above in connection with other embodiments of the invention also are applicable to those same aspects of the aforesaid inventive method for selecting a treatment option for a subject who already has been diagnosed with a DLBCL.

The invention further provides a method for selecting a GCB DLBCL subject for treatment with R-CHOP (rituxan, cyclophosphamide, hydroxydaunorubicin, oncovin (vincristine), and prednisone) therapy. The method comprises (a) isolating a gene expression product from a biopsy sample from a DLBCL subject; (b) obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature (c) generating a weighted average of the expression levels of genes from the gene expression signature to thereby obtain a gene expression signature value; (d) calculating a predictor score based on the gene expression signature value; (e) classifying the subject as belonging to ABC DLBCL or GCB DLBCL based on the predictor score of (d); (f) selecting a GCB DLBCL subject for R-CHOP therapy; and (g) providing R-CHOP therapy to the GCB DLBCL subject and providing a different therapy to an ABC DLBCL subject. Descriptions of the gene expression product, digital gene expression data, and gene expression signature set forth above in connection with other embodiments of the invention also are applicable to those same aspects of the aforesaid inventive method for selecting a GCB DLBCL subject for treatment with R-CHOP therapy.

The invention provides gene expression signatures that can be used to classify a DLBCL as belonging to the GCB subtype or the ABC subtype and then select an appropriate treatment option based on that classification. In this respect, the invention provides a novel 20 gene array for the identification and diagnosis of various lymphoma types. The 20 gene array contains 15 genes of interest and 5 housekeeping genes, and is based on a pilot study described in Lenz et al., N Engl. J. Med., 359: 2313-2323 (2008) (see also the Example herein). The genes and probe sequences that comprise the 20 gene array are set forth in Table 3. Gene expression signatures based on all or combinations of the genes from the 20 gene array can be used to diagnose a patient has having ABC DLBCL or GCB DLBCL. For example, a gene expression signature that can be used to diagnose a patient as having ABC DLBCL or GCB DLBCL includes at least one, but preferably two or more (e.g., 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20) of the genes set forth in Table 3.

TABLE 3 GenBank Capture Probe Reporter Probe Gene Accession No. Target Sequence Sequence Sequence ASB13 NM_024701.3 GGACACGTAGGCGGT CGGTTTGAATGGC GAATGCCGAGCC ACCACTAAGGTTTTG TCATTACCAAAAC ACGAGAATATAC GTAATGAGCCATTCA CTTAGTGGTACCG ACCTTGACACAC AACCGACAGCAGTGT CCTACGTGTCC CTTCACACTGCTG GAAGGTGTGTCAAGG (SEQ ID NO: 2402) T (SEQ ID NO: TGTATATTCTCGTGGC 2403) TCGGCATTC (SEQ ID NO: 2401) CCDC50 NM_174908.3 AAACACTTTCCAGAG TAGTAACTATCTG TAGATACAGCTTC TTCCCTGCAACCCGT CATAAGCACGGGT TTTCATCACTCTT GCTTATGCAGATAGT TGCAGGGAACTCT GGCTTCATTCCTC TACTATTATGAAGAT GGAAAGTGTTT CATCTTCATAA GGAGGAATGAAGCCA (SEQ ID NO: 2405) (SEQ ID NO: 2406) AGAGTGATGAAAGAA GCTGTATCTA (SEQ ID NO: 2404) CREB3L2 NM_194071.2 ATGCCTGAGGGGATC AAGATGGGGCAGG AGAACTATGGAT AGGCTTTTCTACTCCA TTTGCCTGGAGTA GTGTGGGGAACC GGCAAACCTGCCCCA GAAAAGCCTGATC AGGTTGTGGGAG TCTTGTCGCTTTTAGG CCCT (SEQ ID NO: GTCCTAAAAGCG ACCTCCCACAACCTG 2408) AC (SEQ ID NO: GTTCCCCACACATCC 2409) ATAGTTCT (SEQ ID NO: 2407) CYB5R2 NM_016229.3 CCATGTCTTAGGGCT TTTTTGCCAAGAG ATCATCACTGGA TCCTGTAGGTAACTA CTGGACATAGTTA GACAGGGGTGTA TGTCCAGCTCTTGGC CCTACAGGAAGCC AGCCCTGACCAC AAAAATCGATAATGA CTAAGACATGG CAATTCATTATCG ATTGGTGGTCAGGGC (SEQ ID NO: 2411) A (SEQ ID NO: TTACACCCCTGTCTCC 2412) AGTGATGAT (SEQ ID NO: 2410) IRF4 NM_002460.1 GGGCACTGTTTAAAG AGGGTCCGGCTTG TTGTTCAAAGCGC GAAAGTTCCGAGAAG TCGATGCCTTCTC ACCGCAGGCGCG GCATCGACAAGCCGG GGAACTTTCCTTT TCTTCCAGGTGGG ACCCTCCCACCTGGA AAACAGTGCCC (SEQ ID NO: 2415) AGACGCGCCTGCGGT (SEQ ID NO: 2414) GCGCTTTGAACAAGA GCAATGACTT (SEQ ID NO: 2413) ISY1 NM_020701.2 GGCAAAACATCAGTG GCTCACAGGAACT CCCCTGTCCAAG TCTGTGGGTAGTTGG GAAGATTCCAACT AAACTCCACAGG AATCTTCAGTTCCTGT ACCCACAGACACT CCCAGAAGACGC GAGCGTCGGCGTCTT GATGTTTTGCC CGAC (SEQ ID NO: CTGGGCCTGTGGAGT (SEQ ID NO: 2417) 2418) TTCTTGGACAGGGGC CGCGGGGCT (SEQ ID NO: 2416) ITPKB NM_002221.3 GTGGCCTCCTGGCAT GGCAGTAAGGCTT CCTACAAGATAC CATTTGTTATTGCCTC GTTTCAGAGGCAA CCACACTACATTG TGAAACAAGCCTTAC TAACAAATGATGC GAGAAGCAGGAA TGCCTGGAGGGCTTA CAGGAGGCCAC TCTAAGCCCTCCA GATTCCTGCTTCTCCA (SEQ ID NO: 2420) (SEQ ID NO: 2421) ATGTAGTGTGGGTAT CTTGTAGG (SEQ ID NO: 2419) LIMD1 NM_014240.2 AAGGCAAGTCTCAGG TAAAAACAGGTGC TCTCTCAGTATGC AACCCATGCAGGTAC AAGCGATGTACCT GGGCAGCTCTTCC ATCGCTTGCACCTGTT GCATGGGTTCCTG CAAAAGCCCGTC TTTAGCTTATTTAATG AGACTTGCCTT ATTAAATAAGC ACGGGCTTTTGGGAA (SEQ ID NO: 2423) (SEQ ID NO: 2424) GAGCTGCCCGCATAC TGAGAGAC (SEQ ID NO: 2422) MAML3 NM_018717.4 TGGAAGCCATCAACA AGAAGCTGAAGGC CCACTGTTCTGCA ATTTGCCCAGTAACA AGTGGCATGTTAC AGGGCAAAGAAG TGCCACTGCCTTCAG TGGGCAAATTGTT GTTTCAGGTCAA CTTCTCCTCTTCACCA GATGGCTTCCA GTTGGTGAAGAG ACTTGACCTGAAACC (SEQ ID NO: 2426) G (SEQ ID NO: TTCTTTGCCCTTGCAG 2427) AACAGTGG (SEQ ID NO: 2425) MME NM_000902.2 GGATTGTAGGTGCAA TAGGGCTGGAACA CCAAAGGAATAT GCTGTCCAGAGAAAA AGGACTCTTTTCTC TGCAAATACCCA GAGTCCTTGTTCCAG TGGACAGCTTGCA AGGTCACCCTGTC CCCTATTCTGCCACTC CCTACAATCC (SEQ AGGAGTGGCAGA CTGACAGGGTGACCT ID NO: 2429) A (SEQ ID NO: TGGGTATTTGCAATA 2430) TTCCTTTGG (SEQ ID NO: 2428) MYBL1 XM_034274.14 GGCAAACGCTGTGTT TCTCTGCAAATTCT ACTGGTAACGTC ATCCTCTTTGCAGAC GGGATGGTCTGCA ACTCCATGCTACA CATCCCAGAATTTGC AAGAGGATAACAC GGATCAGATTCA AGAGACTCTAGAACT AGCGTTTGCC (SEQ ATAAGTTCTAGA TATTGAATCTGATCCT ID NO: 2432) G (SEQ ID NO: GTAGCATGGAGTGAC 2433) GTTACCAGT (SEQ ID NO: 2431) PIM2 NM_006875.2 GCCATCCAGCACTGC TCCTTGATGTCAC AATCAATGAGTTT CATTCCCGTGGAGTT GATGGACAACTCC GGCACAGCCACG GTCCATCGTGACATC ACGGGAATGGCAG GCGTAGGTCTATC AAGGATGAGAACATC TGCTGGATG (SEQ AGGATGTTCTCA CTGATAGACCTACGC ID NO: 2435) (SEQ ID NO: 2436) CGTGGCTGTGCCAAA CTCATTGATT (SEQ ID NO: 2434) R3HDM1 NM_015361.2 CCTGTGTTCCCAAGA CCTCGTCTTGGAG ATCTTTATTAACT GAATTACATTATTGA TCTTTTGTCAATAA CTAAATATCTGGC CAAAAGACTCCAAGA TGTAATTCTCTTGG GCCTCTGCTGGGT CGAGGATGCCAGTAG GAACACAGG (SEQ ACTACTGGCAT TACCCAGCAGAGGCG ID NO: 2438) (SEQ ID NO: 2439) CCAGATATTTAGAGT TAATAAAGAT (SEQ ID NO: 2437) RAB7L1 NM_001135664.1 CATTTGAATTGTCTCC AGTGACAATGGGC CTAATCCAGGAG TGACTACTGTCCAGT CTCCTTACTGGAC ATGCAGAAATGC AAGGAGGCCCATTGT AGTAGTCAGGAGA ACATGGGTTCCA CACTTAGAAAAGACA CAATTCAAATG GGTGTCTTTTCTA CCTGGAACCCATGTG (SEQ ID NO: 2441) (SEQ ID NO: 2442) CATTTCTGCATCTCCT GGATTAGC (SEQ ID NO: 2440) S1PR2 NM_004230.2 TCCCGCCAGGTGGCC ACAATGGCGCAAC GGAACTTGCTGTT TCGGCCTTCATCGTC AGAGGATGACGAT TCGGGCCACCGC ATCCTCTGTTGCGCC GAAGGCCGAGGCC AATGAGCACCAG ATTGTGGTGGAAAAC ACCTGG (SEQ ID AAGGTTTTCCACC CTTCTGGTGCTCATTG NO: 2444) (SEQ ID NO: 2445) CGGTGGCCCGAAACA GCAAGTTCC (SEQ ID NO: 2443) SERPINA9 NM_001042518.1 CCACTAAATCCTAGG TAGCAATGTGCCA ATGCACCCTCAG TGGGAAATGGCCTGT TCAGTTAACAGGC AACAGAAAGAGG TAACTGATGGCACAT CATTTCCCACCTA GATGTGGTTTGTT TGCTAATGCACAAGA GGATTTAG (SEQ ID ATTTCTTGTGCAT AATAACAAACCACAT NO: 2447) (SEQ ID NO: 2448) CCCTCTTTCTGTTCTG AGGGTGCAT (SEQ ID NO: 2446) TNFRSF13B NM_012452.2 TGCAAAACCATTTGC CAGAAGGCTGCAC TCATAGAACTTGC AACCATCAGAGCCAG AGGTGCGCTGGCT CTTGCTCCTTGCG CGCACCTGTGCAGCC CTGATGGTTGCAA GCAGCTGAGTGA TTCTGCAGGTCACTC ATGGTTTTGCA CCTG (SEQ ID NO: AGCTGCCGCAAGGAG (SEQ ID NO: 2450) 2451) CAAGGCAAGTTCTAT GACCATCTCC (SEQ ID NO: 2449) TRIM56 NM_030961.1 GTGGAGGCCGAGGAC TTGAAAAGTTGCC CCTATTCTCACAC ATTTTCCTGAAGGGC AACCCCTGCCCTT ACTAGAAGACGG AGGGGTTGGCAACTT CAGGAAAATGTCC GTTAGCAGTTTGG TTCAACATGGAGTGC TCGGCCT (SEQ ID CACTCCATG (SEQ CAAACTGCTAACCCG NO: 2453) ID NO: 2454) TCTTCTAGTGTGTGA GAATAGGGAC (SEQ ID NO: 2452) UBXN4 NM_014607.3 CATCGCGACGGCCAA CTGCCACGAACAC TTTATCATCTTCC AAGGAGCGGCGCGGT CACGAAGACCGCG CAACTTGCAGCC CTTCGTGGTGTTCGTG CCGCTCCTTTTGGC ATCTGTGTAGACT GCAGGTGATGATGAA CG (SEQ ID NO: GTTCATCATCAC CAGTCTACACAGATG 2456) (SEQ ID NO: 2457) GCTGCAAGTTGGGAA GATGATAAA (SEQ ID NO: 2455) WDR55 NM_017706.4 CTACCTCTTCAATTGG GGGCAAAGCGGTC GACTCTCGGTGA AATGGCTTTGGGGCC ACTTGTGGCCCCA CTGGAACCATGC ACAAGTGACCGCTTT AAGCCATTCCAAT AGTCGATAGATT GCCCTGAGAGCTGAA TGAAGAG (SEQ ID CAGCTCTCA (SEQ TCTATCGACTGCATG NO: 2459) ID NO: 2460) GTTCCAGTCACCGAG AGTCTGCTG (SEQ ID NO: 2458)

In one embodiment, a method used to evaluate the likelihood that a particular sample belongs to ABC DLBCL, GCB DLBCL, PMBL, BL, or MCL involves (1) normalizing and transforming gene expression data from the gene expression signature and performing quality control, (2) forming individual trinary submodels, and (3) combining submodels into a final prediction. The gene expression data can be transformed by associating with each probe set a value equal to log₂ of the counts reported for that probe set. A weighted average of the expression levels of genes from the gene expression signature can then be generated by multiplying the transformed data by their respective normalization weights (as set forth in Table 4) and summed to arrive at a normalization factor. If the normalization factor is less than 4.5, the sample is excluded as being of poor quality. Otherwise, the noalization factor can be subtracted from each of the log transformed data counts. If a reference array for the chip batch and a reference gold standard array are available, then for each probe set the log₂ of the score for the reference array counts for that gene is subtracted and the log₂ of the gold standard counts for that gene is added. These aforementioned steps are summarized in the following equation, which calculates a predictor score y_(i) (the final output signal used for probe set i):

$y_{i} = {{\log_{2}\left( x_{i} \right)} - {\sum\limits_{j}{{\log_{2}\left( x_{j} \right)}h_{j}}} - {\log_{2}\left( r_{i} \right)} + {\log_{2}\left( g_{i} \right)}}$

wherein x_(i) is the counts for probe set i on the array of the sample being tested, h_(j) is the housekeeping weight for probe set j, r_(i) is the counts for probe set i on the reference array, and g_(i) is the counts for probe set i on the gold-standard array.

The final classification of the subject as belonging to (i) ABC DLBCL, (ii) GCB DLBCL, (iii) PMBL, (iv) BL, or (v) MCL is based on a combination of five trinary submodels for each lymphoma type (i.e., MCL, BL non-myc, BL myc, PMBL, ABC DLBCL, and GCB DLBCL), each of which produces three possible output values (i.e., −1,0,1) according to the following formula:

${{submodel}\mspace{14mu} {call}} = \left\{ \begin{matrix} {- 1} & {{{if}\mspace{14mu} {\sum\limits_{i}{y_{i}w_{i}}}} \leq {{Lower}\mspace{14mu} {cutpoint}}} \\ 0 & {{{Lower}\mspace{14mu} {cutpoint}}\mspace{11mu} < {\sum\limits_{i}{y_{i}w_{i}}} < {{Upper}\mspace{14mu} {cutpoint}}} \\ 1 & {{{if}\mspace{14mu} {\sum\limits_{i}{y_{i}w_{i}}}} \geq {{Upper}\mspace{14mu} {cutpoint}}} \end{matrix} \right.$

wherein y_(i) is the predictor score y_(i) assigned to probe set i as described above, w_(i) are the weights associated with that probe set for the particular model as presented in Table 4, and the upper and lower cutpoints for a particular submodel are set forth in Table 5.

TABLE 4 Normalization ABC/GCB BL non- BL myc PMBL MCL Gene weights weights Myc weights weights Weights Weights ACPP 0 0 0 0 0 0 ACTG2 0 0 0 0 0 0 ADAM12 0 0 0 0 −2.166433184 0 ADAM28 0 0 0 0 0 0 ADH1B 0 0 0 0 0 0 ADIPOQ 0 0 0 0 0 0 ADO 0 0 0 0 0 0 AHR 0 0 0 −4.866117918 0 0 AICDA 0 0 0 0 0 0 AKAP2 0 0 0 0 19.33144328 0 AKR1C2 0 0 0 0 0 0 ALOX5 0 −11.14191131 0 0 0 59.14375571 AMIGO2 0 0 0 0 0 0 ANKRD13A 0 −13.1144441 0 0 0 0 ANLN 0 0 0 0 0 0 ANO3 0 0 0 0 0 0 ANTXR1 0 0 0 0 −2.443912822 0 ANUBL1 0 0 0 0 0 0 APOL 0 0 0 0 0 0 ARID3A 0 16.99118469 0 0 0 0 ARID3B 0 12.66080868 0 0 0 0 ARID5A 0 0 0 0 0 0 ARL6IP1 0 0 0 0 0 0 ARNT2 0 0 0 0 0 0 ARNTL 0 0 0 0 0 0 ASB13 0 −19.64578147 0 0 0 0 ASPM 0 0 0 0 0 0 ATF3 0 0 0 0 0 0 ATM 0 0 0 0 0 0 ATP6V0E1 0 0 0 0 0 0 AUH 0 0 0 0 20.46302485 0 AURKA 0 0 0 0 0 0 AUTS2 0 −15.20513307 0 0 0 0 BANK1 0 0 0 0 −24.53325693 0 BASP1 0 0 0 0 0 0 BATF 0 17.98245577 0 0 0 0 BATF3 0 0 0 0 0 0 BCAT1 0 0 0 0 0 −74.11099391 BCL10 0 0 0 0 0 0 BCL2 0 0 0 0 0 0 BCL2 0 0 0 0 0 0 BCL2 0 0 0 0 0 0 BCL2 0 0 0 0 0 0 BCL2 0 14.07216258 0 0 0 0 BCL2 0 0 0 0 0 0 BCL2A1 0 0 0 −5.947560928 0 0 BCL2L10 0 9.91380548 0 0 0 0 BCL6 0 −17.29479012 0 −5.383296889 0 0 BEST3 0 0 0 0 0 0 BIRC2 0 0 0 0 0 0 BIRC3 0 0 0 −5.663158028 0 0 BIRC5 0 0 0 0 0 0 BMP7 0 0 0 0 0 0 BPGM 0 10.51166906 0 0 0 0 BPNT1 0 −11.94204992 0 0 0 0 BSPRY 0 12.55890968 0 0 0 0 BST2 0 0 0 0 0 0 BTBD19 0 0 0 0 0 0 BTG1 0 0 0 0 0 0 BTG2 0 0 0 0 0 0 BTK 0 0 0 0 0 0 BUB1 0 0 0 0 0 0 BUB1B 0 0 0.129449175 −6.543666003 0 0 C10orf18 0 −11.23438924 0 0 0 0 C13orf18 0 14.60869443 0 6.676459404 0 0 C15orf41 0 0 0 0 0 0 C3orf37 0 −13.2892376 0 0 0 0 C5AR1 0 0 0 0 0 0 C5orf41 0 0 0 0 0 0 C7orf68 0 0 0 0 0 0 CACNA1D 0 0 0 0 0 0 CALD1 0 0 0 0 −2.249574505 0 CAMK2B 0 0 0 0 0 0 CARD11 0 13.81862222 0 0 −18.72040556 0 CAV1 0 0 0 0 0 0 CAV2 0 0 0 0 0 0 CCDC50 0 18.68358953 0 5.320661402 0 68.6051667 CCDC75 0 0 0 0 0 0 CCL17 0 0 0 0 25.50999568 0 CCNA2 0 0 0 0 0 0 CCNB1 0 0 0 0 0 0 CCNB2 0 0 0 0 0 0 CCND1 0 0 0 0 0 0 CCND1 0 0 0 0 0 0 CCND1 0 0 0 0 0 0 CCND1 0 0 0 0 0 0 CCND1 0 0 0 0 0 0 CCND1 0 0 0 0 0 87.99680321 CCND2 0 13.55862157 0 0 0 0 CCND3 0 0 0 0 0 0 CCR7 0 11.22811168 0 −4.862612697 0 0 CD2 0 0 0 0 0 0 CD200 0 0 0 0 0 0 CD22 0 0 0 0 0 0 CD247 0 0 0 0 0 0 CD274 0 0 0 0 0 0 CD3D 0 0 0 0 0 0 CD3E 0 0 0 0 0 0 CD3G 0 0 0 0 0 0 CD40 0 0 0 0 0 0 CD44 0 13.50378135 0 −5.782231847 0 0 CD47 0 0 0 0 0 0 CD5 0 0 0 0 0 0 CD58 0 0 0 0 0 0 CD6 0 0 0 0 0 0 CD74 0 0 0 0 0 0 CD79A 0 0 0 0 0 0 CD79B 0 0 0 0 0 0 CD8A 0 0 0 0 0 0 CD8B 0 0 0 0 0 0 CDC20 0 0 0 0 0 0 CDC25B 0 0 0 0 0 0 CDC25C 0 0 0 0 0 0 CDCA3 0 0 0 0 0 0 CDCA5 0 0 0 0 0 0 CDCA8 0 0 0 0 0 0 CDH11 0 0 0 0 −2.338738276 0 CDC2 0 0 0 0 0 0 PFTK1 0 −15.92270263 0 0 0 0 CDK4 0 0 0 0 0 0 CDK6 0 0 0 0 0 −65.86959926 CDKN2A 0 0 0 0 0 0 CDKN2A 0 0 0 0 0 0 CDKN3 0 0 0 0 0 0 CELSR1 0 0 0 0 0 0 CENPA 0 0 0 0 0 0 CENPE 0 0 0 0 0 0 CENPF 0 0 0 0 0 0 CENPN 0 0 0 0 0 0 PRR6 0 0 0 0 22.43680643 0 CEP55 0 0 0 0 0 0 CFLAR 0 16.61287119 0 −5.100315997 0 0 CGNL1 0 0 0 0 −2.156504887 0 CIITA 0 0 0 0 0 0 CKS2 0 0 0 0 0 0 CLIP2 0 0 0 0 20.2768953 0 CLMN 0 0 0 0 0 0 CPNE3 0 −11.49752906 0 0 0 0 CR2 0 −12.2225611 0 −5.465732584 −19.63179827 0 CREB3L2 0 19.29029329 0 0 0 0 CREBBP 0 0 0 0 0 0 CSF2RA 0 0 0 0 −2.424880636 0 CSTA 0 0 0 0 −2.543864326 0 CTGF 0 0 0 0 0 0 CTH 0 0 0 0 0 0 CTHRC1 0 0 0 0 −2.518684898 0 CTLA4 0 0 0 0 0 0 CTNNA2 0 0 0 0 0 0 CTPS 0 0 0 0 0 0 CTSH 0 0 0 −5.145507824 0 0 CTSK 0 0 0 0 −2.572873829 0 CXCL10 0 0 0 0 0 0 CXCL12 0 0 0 0 0 0 CXCL9 0 0 0 0 0 0 CYB5R2 0 19.12600362 0 0 0 0 CYP27A1 0 0 0 0 −2.635085165 0 CYP2J2 0 0 0 0 0 0 CYSLTR1 0 0 0 0 0 0 DCBLD1 0 0 0 0 0 0 DCTD 0 15.98936135 0 0 0 0 DDAH2 0 0 0 0 0 0 DDX58 0 0 0 0 0 0 DENND4 0 0 0 0 21.20254474 0 DLC1 0 0 0 0 0 0 DLEU1 0 0 0 0 0 0 DLGAP5 0 0 0 0 0 0 DNAJA1 0 0 0 0 0 0 DNAJB9 0 0 0 0 0 0 DNAJC10 0 −12.209423 0 0 0 0 DNMT3A 0 0 0 0 0 0 DOCK10 0 15.87228876 0 0 17.13938941 0 DPY19L1 0 0 0 0 0 0 DPYSL3 0 0 0 0 −2.427210322 0 DRAM 0 0 0 0 0 0 DTX1 0 0 0 0 0 0 E2F2 0 0 0 4.871853059 0 0 E2F8 0 0 0 0 0 0 EBV_BZLF1 0 0 0 0 0 0 EBV_EBER1 0 0 0 0 0 0 EBV_EBER2 0 0 0 0 0 0 EBV_EBNA1_CDS 0 0 0 0 0 0 EBV_EBNA2_3′_end 0 0 0 0 0 0 EBV_EBNA2_long 0 0 0 0 0 0 EBV_EBNA3A 0 0 0 0 0 0 EBV_EBNA3B 0 0 0 0 0 0 EBV_EBNA3C 0 0 0 0 0 0 EBV_LMP1_3′_end 0 0 0 0 0 0 EBV_LMP1_unique 0 0 0 0 0 0 EBV_LPM2A 0 0 0 0 0 0 EEPD1 0 −14.43898719 0 0 0 0 EFEMP2 0 0 0 0 −2.309390981 0 EGFL7 0 0 0 0 0 0 EHD2 0 0 0 0 0 0 EIF5AL1 0 0 0 0 0 0 ELL2 0 12.74051826 0 −5.784944094 0 0 EML1 0 0 0 0 −2.370584039 0 EMR 0 0 0 0 0 0 ENO1 0 0 0 0 0 0 ENPP3 0 0 0 0 0 0 ENTPD1 0 12.50562718 0 0 0 0 EP300 0 0 0 0 0 0 EPHB1 0 0 0 0 0 0 EPSTI1 0 0 0 0 0 0 ERG 0 0 0 0 0 0 ERP29 0 14.40630514 0 0 0 0 TXNDC4 0 0 0 0 0 0 ESPL1 0 0 0 0 0 0 ETV6 0 17.10124803 0 0 0 0 EXO1 0 0 0 0 0 0 FABP4 0 0 0 0 0 0 FAM108C1 0 13.9119712 0 0 0 0 FAM159A 0 0 0 0 −19.09112771 0 FAM171B 0 0 0 0 20.15840479 0 FAM46C 0 16.04589049 0 0 0 0 FAM69A 0 0 0 0 20.26920874 0 FAM83D 0 0 0 0 0 0 FAP 0 0 0 0 −2.448537997 0 FAS 0 0 0 0 19.4917463 0 FBP2 0 0 0 0 0 0 FBXO10 0 0 0 0 0 0 FBXO11 0 0 0 0 0 0 FCER2 0 0 0 0 19.36530173 0 FEZ1 0 0 0 0 0 0 FGL2 0 0 0 0 0 0 FKBP11 0 10.77110305 0 0 0 0 FKBP2 0 0 0 0 0 0 FLJ42418 0 −13.07282539 0 0 0 0 FLNA 0 0 0 0 0 0 FN1 0 0 0 0 −2.515692387 0 FNBP1 0 0 0 0 0 0 FNDC1 0 −9.924277783 0 0 −2.337279029 0 FOXM1 0 0 0 0 0 0 FOXO1 0 0 0 0 0 0 FOXP1 0 0 0 0 0 0 FSCN1 0 0 0 0 0 0 FUT8 0 12.89311878 0 0 0 0 FYB 0 0 0 0 0 0 GBP1 0 0 0 0 0 0 GBP4 0 0 0 0 0 0 GCET2 0 0 0 0 17.14715594 0 GGT1 0 0 0 0 0 0 GHR 0 0 0 0 0 0 GLDC 0 0 0 0 0 0 GLRX 0 0 0 0 0 0 GNA13 0 −13.98237394 0 0 0 0 GNB4 0 0 0 0 0 0 GNG10 0 0 0 0 0 0 GNL3 0 13.0455436 0.131002027 −6.622162805 0 0 GPR116 0 0 0 0 0 0 GPR176 0 0 0 0 0 0 GPR183 0 0 0 0 0 0 GRAMD1B 0 0 0 0 0 0 GRB10 0 0 0 0 0 0 GRSF1 0 0 0 0 0 0 GTSE1 0 0 0 0 0 0 GLT8D4 0 0 0 0 0 0 GYPC 0 0 0 0 17.83003931 0 H2AFV 0 0 0 0 0 0 H2AFX 0 0 0 0 0 0 HCK 0 15.54344514 0 −5.412764958 0 0 HDAC1 0 −15.02975702 0 0 0 0 HDAC2 0 0 0 0 0 0 HDGF 0 0 0.116000721 −5.863845581 0 0 HEG1 0 0 0 0 −2.46106726 0 HHV8_BCL2_homologue 0 0 0 0 0 0 HHV8_K1-32_Bcb_K1_protein 0 0 0 0 0 0 HHV8_ORF73-LANA 0 0 0 0 0 0 HHV8_T0.7/P6 0 0 0 0 0 0 HHV8_T1.1 0 0 0 0 0 0 HHV8_vFLIP_ORF71 0 0 0 0 0 0 HHV8_vIL6 0 0 0 0 0 0 HHV8_vMIP1b_ORFK4.2_KIE-3 0 0 0 0 0 0 HJURP 0 0 0 0 0 0 HLA-A 0 0 0 0 0 0 HLA-B 0 0 0 0 0 0 HLA-C 0 0 0 0 0 0 HLA-DMA 0 0 0 −4.825417012 0 0 HLA-DPA1 0 0 0 0 0 0 HLA-DPB1 0 0 0 0 0 0 HLA-DQA1 0 0 0 0 0 0 HLA-DRA 0 0 0 0 0 0 HLA-E 0 0 0 0 0 0 HLA-F 0 0 0 0 0 0 HOMER2 0 0 0 0 19.38721241 0 HOPX 0 −14.01730842 0 0 0 0 HPCAL1 0 0 0 0 0 59.25326244 HSP90B1 0 15.53130763 0 0 0 0 HSPB8 0 0 0 0 −2.192325405 0 HTRA1 0 0 0 0 −2.354416381 0 HYOU1 0 0 0 0 0 0 ICAM1 0 0 0 −5.307124944 0 0 ID1 0 0 0 0 0 0 ID2 0 0 0 0 0 0 ID3 0 0 0 0 0 0 IDS 0 0 0 0 0 0 IER3 0 0 0 0 0 0 IFI16 0 0 0 0 0 0 IFI35 0 0 0 0 0 0 IFI44L 0 0 0 0 0 0 IFI6 0 0 0 0 0 0 IFIH1 0 0 0 0 21.31413442 0 IFIT1 0 0 0 0 0 0 IFIT2 0 0 0 0 0 0 IFIT3 0 0 0 0 0 0 IFITM1 0 0 0 0 0 0 IFNAR1 0 0 0 0 0 0 IFNAR2 0 0 0 0 0 0 IFNB1 0 0 0 0 0 0 IgA2_constant_region 0 0 0 0 0 0 IgE_constant_region 0 0 0 0 0 0 IGFBP5 0 0 0 0 0 0 IgG2_constant_region 0 0 0 0 0 0 IgG4_constant_region 0 0 0 0 0 0 IGSF3 0 11.04304441 0 0 18.36718646 0 IL10 0 0 0 0 0 0 IL12A 0 10.87451224 0 0 0 0 IL13 0 0 0 0 0 0 IL13RA1 0 0 0 −5.477834924 22.21511102 0 IL16 0 15.38015948 0 0 0 0 IL17RB 0 10.16999574 0 0 0 0 IL4I1 0 0 0 0 0 0 IL6 0 0 0 0 0 0 ING1 0 0 0 0 0 0 INPP5D 0 0 0 0 0 0 IRAK1 0 0 0 0 0 0 IRAK2 0 0 0 0 0 0 IRAK3 0 0 0 0 0 0 IRAK4 0 0 0 0 0 0 IRF1 0 0 0 0 0 0 IRF3 0 0 0 0 0 0 IRF4 0 21.21696785 0 0 0 0 IRF5 0 0 0 0 0 0 IRF7 0 0 0 0 0 0 ISG15 0 0 0 0 18.22975543 0 ITGA9 0 0 0 0 0 0 ITGAV 0 0 0 0 −2.502427838 0 ITGAX 0 0 0 0 −2.527107115 0 ITGB2 0 0 0 −5.354319759 0 0 ITPKB 0 −19.39129721 0 0 0 0 JAK1 0 0 0 0 0 0 JAK2 0 0 0 0 18.78741327 0 JAK3 0 0 0 −4.911758111 0 0 KCNJ1 0 0 0 0 0 0 KCNK12 0 −12.19178395 0 0 0 0 KCNMA1 0 0 0 0 0 0 JMJD2C 0 0 0 0 0 0 KDR 0 0 0 0 0 0 KIAA1147 0 0 0 0 0 0 KIAA1274 0 −11.88673995 0 0 0 0 KIF11 0 0 0 0 0 0 KIF14 0 0 0 0 0 0 KIF15 0 0 0 0 0 0 KIF18A 0 0 0 0 0 0 KIF18B 0 0 0 0 0 0 KIF20A 0 0 0 0 0 0 KIF23 0 0 0 0 0 0 KIF2C 0 0 0 0 0 0 KIF4A 0 0 0 0 0 0 KLHL5 0 −10.77233553 0 0 0 0 KPNA2 0 0 0 0 0 0 KYNU 0 0 0 0 23.67824397 0 LAMB1 0 0 0 0 0 0 LAMP3 0 0 0 0 0 0 LANCL1 0 −11.96529389 0 0 0 0 LAT 0 0 0 0 0 0 LAT2 0 0 0 0 0 0 LDHA 0 0 0 0 0 −62.43798035 LHFPL3 0 0 0 0 0 0 LHX2 0 0 0 0 0 0 LIMA1 0 0 0 0 22.38509346 0 LIMD1 0 17.83248768 0 0 0 0 LMAN2 0 0 0 0 0 0 LMO2 0 −16.98695863 0 −9.427107802 0 0 LOC643529 0 0 0 0 0 0 LOXL2 0 0 0 0 0 0 LPCAT3 0 0 0 0 0 0 LRMP 0 −15.8755653 0 0 0 0 LRPPRC 0 0 0 0 0 0 LRRC15 0 −12.69088474 0 0 −2.555292482 0 LRRC33 0 15.08028382 0 0 0 0 LTBP2 0 0 0 0 −2.274436223 0 LYPD6B 0 −12.18942045 0 0 0 0 LYZ 0 0 0 0 −2.548310761 0 MACROD2 0 0 0 0 0 0 MAL 0 0 0 0 21.94306064 0 MALT1 0 0 0 0 0 0 MAML3 0 −17.94799886 0 0 0 0 MAP3K1 0 0 0 0 0 55.17626389 MAP3K8 0 0 0 0 0 0 MAP4K4 0 −10.29136026 0 0 0 0 MAPK10 0 −14.19048558 0 0 0 0 MAPKAPK5 0 0 0 0 0 0 MARCKS 0 0 0 0 0 0 MARCKSL1 0 −16.15992041 0 −5.183663919 0 0 MAST2 0 −13.37445723 0 0 0 0 MATR3 0 0 0 0 0 0 MCL1 0 0 0 0 0 0 MCM10 0 0 0 0 0 0 MCM7 0 0 0 0 0 0 MDFIC 0 0 0 −6.830814658 0 0 MDM2 0 0 0 0 0 0 MFAP5 0 0 0 0 0 0 MFNG 0 0 0 0 0 0 MFSD2A 0 0 0 0 0 0 MGC87042 0 0 0 0 0 0 MIR17HG 0 0 0 0 0 0 MKI67 0 0 0 0 0 0 MME 0 −18.26084621 0 0 0 0 MMP1 0 0 0 0 0 0 MMP2 0 0 0 0 −2.575770684 0 MMP9 0 0 0 0 −2.62062289 0 MMRN2 0 0 0 0 0 0 MNDA 0 0 0 0 0 0 MOBKL2C 0 0 0 0 24.05195347 0 MPEG1 0 13.61757622 0 0 0 0 MS4A1 0 0 0 0 0 0 MST1R 0 0 0 0 0 0 MTHFD2 0 0 0 0 0 −64.88192756 MUC16 0 0 0 0 0 0 MYB 0 0 0 6.206314452 0 0 MYBL1 0 −19.42564163 0 0 0 0 MYC 0 0 0.129410593 −6.541715697 0 0 MYD88 0 0 0 0 0 0 MYO7A 0 0 0 0 0 0 FAM128B 0 0 0 0 0 0 NANS 0 0 0 −5.411187191 0 −62.00052085 NASP 0 0 0 0 0 0 NBN 0 0 0 0 0 0 NCAPG 0 0 0 0 0 0 NCAPH 0 0 0 0 0 0 NCF2 0 0 0 0 17.12736383 0 NCRNA00158 0 0 0 0 0 0 NDST4 0 0 0 0 0 0 NECAP2 0 0 0 0 17.90953211 0 NEIL1 0 −16.14074081 0 0 0 0 NEK6 0 −14.536944 0 0 0 0 NFATC1 0 0 0 0 0 0 NFIL3 0 0 0 0 23.55828096 0 NFKBIA 0 0 0 0 0 0 NFKBIZ 0 14.96909754 0 0 0 0 NIPA2 0 12.59506241 0 0 0 0 NOC3L 0 11.52493513 0 0 0 0 NOL14 0 0 0 0 0 0 NOL5A 0 0 0.123010002 −6.218165306 0 0 NOTCH1 0 0 0 0 0 0 NOTCH2 0 0 0 0 0 0 NUF2 0 0 0 0 0 0 NUP62 0 0 0 0 0 0 NUSAP1 0 0 0 0 0 0 OAS2 0 0 0 0 0 0 OAS3 0 0 0 0 0 0 OPN3 0 0 0 0 0 0 OSBPL3 0 −13.37500509 0 0 0 0 PA2G4 0 0 0 0 0 0 PAG1 0 −16.35818989 0 0 0 0 DKFZP564O0823 0 0 0 0 0 0 PAX6 0 0 0 0 0 0 PCNA 0 0 0 0 0 0 PDCD1LG2 0 0 0 0 0 0 PDE9A 0 −12.58569832 0 0 0 0 PDGFRA 0 0 0 0 0 0 PDIA4 0 0 0 0 0 0 PDIA5 0 11.45635103 0 0 0 0 PDK4 0 0 0 0 0 0 PDLIM1 0 14.15712166 0 0 0 0 PDLIM3 0 0 0 0 0 0 PDPN 0 0 0 0 −2.469335735 0 PECAM1 0 0 0 0 0 0 PECR 0 0 0 0 0 0 PGAM1 0 0 0 0 0 0 PHC3 0 0 0 0 0 0 PHF16 0 15.59828263 0 0 0 0 PIK3CA 0 0 0 0 0 0 PIK3CD 0 0 0 0 0 0 PIM1 0 13.17752239 0 0 0 0 PIM2 0 19.17848124 0 0 0 0 PLAU 0 0 0 −4.942137646 −2.638406534 0 PLEK 0 0 0 −5.140753466 0 0 PLEKHF2 0 −14.32290025 0 0 0 0 PLEKHG4B 0 0 0 0 0 0 PLXNB1 0 0 0 0 0 0 PMEPA1 0 −11.10781933 0 0 −2.5144432 0 PMP22 0 0 0 0 0 0 NP 0 11.18914667 0 0 0 0 POU2AF1 0 0 0 0 0 0 POU2F1 0 0 0 0 0 0 POU2F2 0 0 0 0 0 0 PPA1 0 0 0 0 0 −58.07910524 PPP2R3B 0 0 0 0 0 0 FAM152B 0 0 0 0 0 0 PRDM1 0 0 0 0 0 0 PRDM12 0 0 0 0 0 0 PRDX2 0 0 0 0 −23.58686384 0 PRDX4 0 0 0 0 0 0 PRICKLE1 0 0 0 0 0 56.2707098 PRKCB 0 0 0 0 −16.97009784 0 PRMT1 0 0 0 0 0 0 PRPSAP2 0 −12.13413417 0 0 0 0 PRSS1 0 0 0 0 0 0 PSMG1 0 0 0 0 0 0 PTEN 0 0 0 0 0 0 PTGER4 0 0 0 0 0 0 PTGIR 0 0 0 0 26.72740141 0 PTK2 0 −13.78968685 0 −4.948036735 0 0 PTPN1 0 13.38225581 0 0 0 0 PTPRB 0 0 0 0 0 0 PVRL1 0 0 0 0 0 0 PXDN 0 0 0 0 0 0 QSOX1 0 0 0 0 0 0 RAB31 0 0 0 0 0 0 RAB33A 0 0 0 −4.912839787 0 0 RAB3A 0 0 0 0 0 0 RAB7L1 0 20.66492996 0 0 0 0 RAPGEF5 0 −14.68045686 0 0 0 0 RARRES2 0 0 0 0 −2.570678175 0 RASGRP3 0 0 0 −6.000117265 0 0 RASSF4 0 0 0 0 0 0 RBCK1 0 0 0 0 0 0 RCL1 0 0 0 0 19.91410729 0 REL 0 −10.88675527 0 0 0 0 RFTN1 0 −10.08136072 0 0 0 0 RGL1 0 0 0 0 0 0 RGS9 0 0 0 0 18.38318043 0 RHEBL1 0 0 0 0 0 0 RHOF 0 0 0 0 19.45176982 0 RHOXF1 0 0 0 0 0 0 RNASEH2B 0 0 0 0 0 0 RNF31 0 0 0 0 0 0 RNGTT 0 0 0 0 0 0 ROBO1 0 0 0 0 −2.163573921 0 ROBO4 0 0 0 0 0 0 RPN2 0 0 0 0 0 0 RPS6KA5 0 0 0 0 0 0 RSAD2 0 0 0 0 0 0 RTCD1 0 0 0 0 0 0 RUNDC2B 0 0 0 0 0 0 RXRA 0 0 0 0 0 0 S100Z 0 −12.22316337 0 0 0 0 S1PR2 0 −21.44566507 0 0 0 0 SAA1 0 0 0 0 0 0 SACS 0 12.97435391 0 0 0 0 SAE1 0 0 0 0 0 0 SAMSN1 0 0 0 −5.803971429 22.68315196 0 SAP30 0 0 0 0 0 0 SCARA5 0 0 0 0 −2.335496267 0 SDC1 0 0 0 0 0 0 SDCCAG8 0 0 0 0 0 0 KIAA0746 0 −15.04224714 0 0 0 0 SEMA7A 0 0 0 0 0 0 SEPHS1 0 0 0 0 0 0 SERBP1 0 0 0 0 0 0 SERPINA9 0 −17.70615386 0 −4.937282176 0 0 SERPINB1 0 0 0 0 0 0 SFN 0 0 0 0 0 0 SFPQ 0 0 0 0 0 0 SGK1 0 −9.835329752 0 −5.684745402 0 0 SGOL2 0 0 0 0 0 0 SH2D1A 0 0 0 0 0 0 SH3BP5 0 17.2475192 0 0 0 0 SHARPIN 0 0 0 0 0 0 SIDT1 0 10.70030882 0 0 0 0 SIRPA 0 0 0 0 0 0 SIRPB1 0 0 0 0 0 0 SLA 0 16.00267223 0 0 0 0 SLAMF1 0 −13.70193031 0 −5.135970135 20.7055292 0 SLC12A8 0 0 0 0 0 0 SLC16A9 0 0 0 0 0 0 SLC1A4 0 0 0 0 0 0 SLC31A1 0 0 0 0 0 0 SLC35E2B 0 0 0 0 0 0 SLC38A5 0 16.76798547 0 0 0 0 SMAD1 0 0 0 0 0 0 SMAD7 0 0 0 0 0 0 SMARCA4 0 −13.90289239 0 5.037186022 0 0 SNAP23 0 0 0 0 0 0 SNN 0 0 0 0 0 67.01976847 SNX11 0 0 0 0 22.05768278 0 SNX22 0 −13.10658722 0 0 0 0 SNX29 0 0 0 0 19.13395502 0 SOCS1 0 0 0 0 0 0 SOCS2 0 0 0 0 0 0 SOCS3 0 0 0 0 0 0 SORBS1 0 0 0 0 0 0 SOX11 0 0 0 0 0 54.39896926 SOX5 0 0 0 0 0 0 SPAG5 0 0 0 0 0 0 SPARC 0 0 0 0 −2.470075697 0 SPARCL1 0 0 0 0 0 0 SPIB 0 0 0 0 0 0 SPINK2 0 −10.030466 0 0 0 0 SPINT2 0 0 0 0 19.59153543 0 SPON1 0 0 0 0 0 0 SPRED2 0 −11.78392433 0 0 0 0 SPRY1 0 0 0 0 0 0 SRPK1 0 0 0 0 0 0 SRPX 0 0 0 0 0 0 SRSF1 0 0 0 0 0 0 SSBP2 0 −16.54355885 0 0 0 0 STAG3 0 0 0 0 0 0 STAMBPL1 0 14.49186031 0 0 0 0 STAP1 0 −12.71264348 0 0 0 0 STAT1 0 0 0 0 0 0 STAT3 0 10.99589419 0 −5.30437752 0 0 STEAP1 0 0 0 0 0 0 STK17A 0 −12.60874641 0 0 0 0 STK38L 0 0 0 0 0 0 STMN1 0 0 0 0 0 0 STS 0 −9.978596163 0 0 0 0 STX11 0 0 0 −5.423455974 0 0 SULF1 0 0 0 0 −2.512044172 0 SYK 0 0 0 0 0 0 SYPL1 0 0 0 0 0 0 SYT17 0 0 0 0 0 0 SYTL4 0 0 0 0 0 0 TARS 0 13.55653507 0 0 0 0 TAX1BP1 0 0 0 0 0 0 TBC1D27 0 0 0 0 0 0 TBC1D9 0 0 0 0 0 61.55561013 TCF3 0 0 0 5.046896623 0 0 TCF4 0 15.61877166 0 0 0 0 TCTN3 0 13.00379932 0 0 0 0 TEAD1 0 0 0 0 0 0 TEK 0 0 0 0 0 0 TERT 0 0 0.125565268 −6.347334222 0 0 TEX9 0 −12.41661821 0 0 0 0 TFDP2 0 0 0 0 0 0 TFPI2 0 0 0 0 0 0 TGFBR1 0 0 0 0 0 0 THBS2 0 0 0 0 −2.458163143 0 THY1 0 0 0 0 −2.435821946 0 TIAM2 0 −10.50158544 0 0 0 0 TICAM2 0 10.36653445 0 −4.996251154 0 0 TJP2 0 0 0 0 0 0 TK1 0 0 0 0 0 0 TLE4 0 0 0 0 17.47264051 0 TLK1 0 12.28505922 0 0 0 0 TLR7 0 0 0 0 19.4679966 0 TM4SF1 0 0 0 0 0 0 TMBIM6 0 0 0 0 0 0 TMEM109 0 0 0 0 0 0 TMEM119 0 −10.5658305 0 −5.379086543 −2.658347176 0 TMOD1 0 0 0 0 19.102924 0 IMPRSS6 0 0 0 0 0 0 TNT 0 0 0 0 0 0 TNFAIP2 0 0 0 0 0 0 TNFAIP3 0 0 0 0 0 0 TNFRSF13B 0 19.52210849 0 0 0 0 TNFRSF14 0 0 0 0 0 0 TNFRSF17 0 0 0 0 20.07405253 0 TNFRSF19 0 0 0 0 0 0 TNFSF10 0 0 0 0 0 0 TNFSF4 0 0 0 0 27.41538607 0 TNIP2 0 0 0 0 0 0 TNXB 0 0 0 0 0 0 TOP2A 0 0 0 0 0 0 TOX 0 −11.9192864 0 0 0 0 TP53 0 0 0 0 0 0 TP73 0 0 0 0 0 0 TPM1 0 0 0 0 −2.197810042 0 TPX2 0 0 0 0 0 0 TRAF1 0 0 0 0 21.57006782 0 TRAF3 0 0 0 0 0 0 TRIM25 0 0 0 0 0 0 TRIM6-TRIM34 0 0 0 0 0 0 TRIP13 0 0 0.122871716 −6.211174921 0 0 TTC9 0 −12.56263701 0 0 0 0 TUBG1 0 0 0 0 0 0 TXN 0 0 0 0 0 0 TXNDC5 0 0 0 0 0 0 TYK2 0 0 0 0 0 0 TYMS 0 0 0 0 0 0 UBE2I 0 0 0 0 0 0 UBE2S 0 0 0 0 0 0 USP12 0 −11.66057366 0 0 0 0 USP18 0 0 0 0 0 0 USP46 0 13.42760916 0 0 0 0 VASH2 0 0 0 0 20.35631229 0 VGLL4 0 −12.24069542 0 0 0 0 TMEM49 0 0 0 0 0 0 VWF 0 0 0 0 0 0 WASF1 0 0 0 0 0 0 WDR25 0 0 0 0 0 0 WHSC1 0 0 0 0 0 0 WNT3 0 0 0 0 0 55.5970345 XAF1 0 0 0 0 0 0 XBP1 0 10.72031521 0 0 0 0 YPEL1 0 0 0 0 0 0 ZAP70 0 0 0 0 0 0 ZBTB32 0 12.89819312 0 0 0 0 ZBTB38 0 0 0 0 0 0 ZBTB8 0 0 0 0 22.31265521 0 ZCCHC7 0 −10.53054134 0 0 0 0 ZFP36L1 0 0 0 0 0 0 ZMYND8 0 0 0 0 0 0 ZNF238 0 0 0 0 0 0 ZNF281 0 0 0 0 17.18038245 0 ZNF318 0 −14.69750421 0 0 0 0 ZNF385B 0 0 0 0 0 0 ZNF608 0 −12.02764268 0 0 0 0 ZNRF1 0 0 0 0 0 0 ZPBP2 0 0 0 0 0 0 ZWINT 0 0 0 0 0 0 A2LD1 0 0 0 0 0 0 ABCA12 0 0 0 0 0 0 ACSL5 0.021276596 0 0 0 0 0 AHCYL2 0.021276596 0 0 0 0 0 AKAP9 0.021276596 0 0 0 0 0 ASCL2 0 0 0 0 0 0 ASMTL-AS1 0 0 0 0 0 0 ATOH8 0 0 0 0 0 0 ATXN7L2 0.021276596 0 0 0 0 0 C19orf26 0 0 0 0 0 0 C4orf31 0 0 0 0 0 0 CA7 0 0 0 0 0 0 CAMKK1 0 0 0 0 0 0 CDK5RAP2 0.021276596 0 0 0 0 0 CHD4 0.021276596 0 0 0 0 0 CHST5 0 0 0 0 0 0 CPA6 0 −10.24419002 0 0 0 0 DAZAP2 0.021276596 0 0 0 0 0 DCLK3 0 0 0 0 0 0 DNAJB12 0.021276596 0 0 0 0 0 ERBB2IP 0.021276596 0 0 0 0 0 ERN2 0 0 0 0 0 0 KIAA0574 0 0 0 0 0 0 FAR2 0 0 0 0 0 0 FARP1 0 0 0 0 0 0 FBXL13 0 0 0 0 0 0 FBXO36 0 0 0 0 0 0 FBXO41 0.021276596 0 0 0 0 0 FCN2 0 0 0 0 0 0 GAD2 0 0 0 0 0 0 GATA1 0 0 0 0 0 0 GATA2 0 0 0 0 0 0 GIT2 0.021276596 0 0 0 0 0 GNG4 0 0 0 0 0 0 GORASP1 0.021276596 0 0 0 0 0 GSK3B 0.021276596 0 0 0 0 0 GYG2 0 0 0 0 0 0 H1FOO 0 0 0 0 0 0 HARBI1 0.021276596 0 0 0 0 0 HHIP 0 0 0 0 0 0 HSP90AA1 0.021276596 0 0 0 0 0 HSPA12B 0 0 0 0 0 0 HSPA9 0.021276596 0 0 0 0 0 IK 0.021276596 0 0 0 0 0 ISY1 0.021276596 0 0 0 0 0 KCNQ3 0 0 0 0 0 0 KCP 0 0 0 0 0 0 KIF6 0 0 0 0 0 0 KRAS 0.021276596 0 0 0 0 0 LRP3 0 0 0 0 0 0 MLL2 0.021276596 0 0 0 0 0 MLLT10 0.021276596 0 0 0 0 0 MSX2 0 0 0 0 0 0 KIAA0774 0 0 0 0 0 0 NAIF1 0.021276596 0 0 0 0 0 NEBL 0 0 0 0 0 0 NEU3 0.021276596 0 0 0 0 0 NHLH2 0 0 0 0 0 0 NRG1 0 0 0 0 0 0 OPA1 0.021276596 0 0 0 0 0 PDE4DIP 0 0 0 0 0 0 RNUXA 0.021276596 0 0 0 0 0 PHF23 0.021276596 0 0 0 0 0 PMCHL1 0 0 0 0 0 0 PNLIP 0 0 0 0 0 0 PPP3CC 0.021276596 0 0 0 0 0 PTENP1 0 0 0 0 0 0 PTPN21 0 0 0 0 0 0 PTRH1 0.021276596 0 0 0 0 0 R3HDM1 0.021276596 0 0 0 0 0 RAB20 0.021276596 0 0 0 0 0 RANBP9 0.021276596 0 0 0 0 0 RC3H2 0.021276596 0 0 0 0 0 RETNLB 0 0 0 0 0 0 RHCE 0 0 0 0 0 0 RNF214 0.021276596 0 0 0 0 0 RRP1B 0.021276596 0 0 0 0 0 SPATA6 0 0 0 0 0 0 SPATS1 0 0 0 0 0 0 SSPN 0 0 0 0 0 0 SUFU 0.021276596 0 0 0 0 0 SPAG4L 0 0 0 0 0 0 SYCP1 0 0 0 0 0 0 THOC5 0.021276596 0 0 0 0 0 TRIM56 0.021276596 0 0 0 0 0 TRIM62 0.021276596 0 0 0 0 0 TUBB2C 0.021276596 0 0 0 0 0 UBXN4 0.021276596 0 0 0 0 0 VAC14 0.021276596 0 0 0 0 0 VRK3 0.021276596 0 0 0 0 0 WAC 0.021276596 0 0 0 0 0 WDR55 0.021276596 0 0 0 0 0 WFDC9 0 0 0 0 0 0 ZBTB37 0.021276596 0 0 0 0 0 ZCCHC2 0.021276596 0 0 0 0 0 ZFP42 0 0 0 0 0 0 ZNF135 0 0 0 0 0 0 ZNF598 0.021276596 0 0 0 0 0

TABLE 5 Submodel Lower Cut-point Upper Cut-point ABC/GCB 712.91 1238.61 BL Non-Myc −89.39 −60.39 BL Myc 1.11 1.11 PMBL −400.06 −150.06 MCL −51.92 359.08

The five submodels can then be combined according to the logic set forth below and summarized in the FIGURE.

(1) If the MCL submodel has a value of 1, the sample is called MCL.

-   -   If the MCL submodel has a value of 0, the sample is called         unclassifiable but borderline MCL.     -   If the MCL submodel has a value of −1, proceed to step 2.         (2) If the BL non-myc submodel has a value of 1, proceed to step         3.     -   If the BL non-myc submodel has a value of 0, the sample is         called unclassifiable but borderline BL.     -   If the BL non-myc submodel has a value of −1, proceed to step 4.         (3) If the BL myc submodel has a value of 0 or 1, the sample is         called BL.     -   If the BL myc submodel has a value of −1, the sample is called         unclassifiable but borderline BL.         (4) If the PMBL submodel has a value of 1, the sample is called         PMBL.     -   If the PMBL submodel has a value of 0, the sample is called         unclassifiable but borderline PMBL.     -   If the PMBL submodel has a value of −1, proceed to step 5.         (5) If the ABC/GCB submodel has a value of 1, the sample is         called ABC.     -   If the ABC/GCB submodel has a value of 0, the sample is called         unclassified DLBCL.     -   If the ABC/GCB submodel has a value of −1, the sample is called         GCB.

A similar analysis can be performed to predict whether a subject already diagnosed with DLBCL has the germinal center B cell (GCB) subtype or the activated B cell (ABC) subtype using the 800 gene array. In this respect, the sample is assumed to be of non-PMBL DLBCL, so only a ABC/GCB submodel is used employing the following logic:

If the ABC/GCB submodel has a value of 1, the sample is called ABC

If the ABC/GCB submodel has a value of 0, the sample is called unclassified DLBCL

If the ABC/GCB submodel has a value of −1, the sample is called GCB.

In another embodiment, evaluating the likelihood that a particular DLBCL sample belongs to either the ABC subtype or the GCB subtype can involve calculating a predictor score using the 20 gene array containing the genes set forth in Table 3. The predictor score can be calculated using the algorithms described above with respect to the classification of ABC DLBCL, GCB DLBCL, PMBL, BL, or MCL, but using a different set of model weights, housekeeping weights, and cut points. For example, the weights (w_(i)) associated with the 20 gene probe set for the particular submodel are set forth in Table 6. In this example, the lower cutpoint for the ABC/GCB submodel is 1988.2, while the upper cutpoint for the ABC/GCB submodel is 2513.9.

TABLE 6 ABC/GCB Gene Normalization weights weights ASB13 0 −66.35 CCDC50 0 40.54 CREB3L2 0 65.79 CYB5R2 0 67.72 IRF4 0 71.92 ISY1 0.2 0.00 ITPKB 0 −67.78 LIMD1 0 61.92 MAML3 0 −58.59 MME 0 −56.55 MYBL1 0 −72.92 PIM2 0 71.80 R3HDM1 0.2 0.00 RAB7L1 0 70.45 S1PR2 0 −78.74 SERPINA9 0 −61.81 TNFRSF13B 0 66.49 TRIM56 0.2 0.00 UBXN4 0.2 0 WDR55 0.2 0

An alternative method to report the likelihood that a particular sample belongs to ABC DLBCL, GCB DLBCL, PMBL, BL, or MCL avoids assigning discrete prediction class labels to each sample and instead provides a vector of five confidence values. Each confidence value indicates the likelihood that the sample is of one of the five lymphoma types. For example, linear predictor scores are first created for each submodel

$z = {\sum\limits_{i}{y_{i}w_{i}}}$

as described above. However, rather than using discrete cut-points to indicate one of three discrete groups, the following transformation can be used to define a Bayesian sub-model score:

$B_{submodel} = \frac{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}{{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)} + {\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}}$

wherein y_(i) is the value assigned probe set i as described above; w_(i) are the weights associated with that probe set for the particular model as presented in Table 4; m₁, v₁, m₂, and v₂ are values associated with the submodel as set forth in Table 7, and Φ is the Gaussian density defined as follows:

${\varphi \left( {{y;m},v} \right)} = {\frac{1}{\sqrt{2\pi \; v}}{e^{\frac{- {({y - m})}^{2}}{v^{2}}}.}}$

TABLE 7 Submodel m₁ m₂ v₁ v₂ ABC/GCB 2021.11 −302.89 469.00 596.00 BL non-myc 78.02 −201.94 47.60 38.88 BL myc 1.88 0.27 0.26 0.47 PMBL 571.94 −1080.06 315.00 294.00 MCL 1610.08 −916.92 582.00 412.00

The two Bayesian submodels can then be combined into the following single Bayesian score, B_(BL):

$B_{BL} = \left\{ {\begin{matrix} B_{{BLnon} - {myc}} & {{{if}\mspace{14mu} B_{BLmyc}} > 0.1} \\ {\min \left( {B_{{BLnon} - {myc}},0.5} \right)} & {{{if}\mspace{14mu} B_{BLmyc}} \leq 0.1} \end{matrix}.} \right.$

The confidence values of each subtype can then be calculated as follows:

MCL confidence=B _(MCL)

BL confidence=(B _(BL))(1−B _(MCL))

PMBL confidence=(B _(PMBL))(1−B _(BL))(1−B _(MCL))

ABC confidence=(B _(ABC/GCB))(1−B _(PMBL))(1−B _(BL))(1−B _(MCL))

GCB confidence=(1−B _(ABC/GCB))(1−B _(PMBL))(1−B _(BL))(1−B _(MCL)).

A similar confidence value analysis can be performed to predict whether a subject already diagnosed with DLBCL has the germinal center B cell (GCB) subtype or the activated B cell (ABC) subtype using the 800 gene array. In this respect, the sample is assumed to be of non-PMBL DLBCL, so only a ABC/GCB Bayesian submodel is used which employs the following logic:

ABC confidence=(B _(ABC/GCB))

GCB confidence (1−B _(ABC/GCB)).

In another embodiment, evaluating the likelihood that a particular DLBCL sample belongs to either the ABC subtype or the GCB subtype can involve calculating confidence values using the 20 gene array containing the genes set forth in Table 3. The confidence values can be calculated using the algorithms described above with respect to ABC DLBCL, GCB DLBCL, PMBL, BL, or MCL, but using a different set of model weights, housekeeping weights, and cut points. For example, the weights (w_(i)) associated with the 20 gene probe set for the particular submodel are set forth in Table 6. The m₁, m₂, v₁, and v₂ values for this model are, for example, 916.74, −449.76, 294.24, and 343.55, respectively.

The classification of a lymphoproliferative disorder in accordance with embodiments of the invention may be used in combination with any other effective classification feature or set of features. For example, a disorder may be classified by a method of the invention in conjunction with WHO suggested guidelines, morphological properties, histochemical properties, chromosomal structure, genetic mutation, cellular proliferation rates, immunoreactivity, clinical presentation, and/or response to chemical, biological, or other agents. Embodiments of the invention may be used in lieu of or in conjunction with other methods for lymphoma diagnosis, such as immunohistochemistry, flow cytometry, FISH for translocations, or viral diagnostics.

The inventive methods further comprise selecting a treatment option for the subject based on the subject's lymphoma classification. Accurate determination of lymphoma type in a subject allows for better selection and application of therapeutic methods. Knowledge about the exact lymphoma affecting a subject allows a clinician to select therapies or treatments that are most appropriate and useful for that subject, while avoiding therapies that are nonproductive or even counterproductive. For example, central nervous system (CNS) prophylaxis may be useful for treating BL but not DLBCL, CHOP therapy (cyclophosphamide, hydroxydaunorubicin, oncovin (vincristine), and prednisone) may be useful for treating DLBCL but not blastic MCL (see, e.g., Fisher et al., N. Engl. J. Med., 328: 1002-1006 (1993); and Khouri et al., J. Clin. Oncol., 12: 3803-3809 (1998)), and subjects with follicular lymphoma frequently receive treatment while subjects with follicular hyperplasia do not.

The treatment option selected can comprise any suitable therapeutic regimen or phaiinaceutical agent that shows efficacy in treating the particular lymphoma type. For example, the current standard of care for the treatment of diffuse large B cell lymphoma (DLBCL) includes anthracycline-based chemotherapy regimens such as CHOP in combination with the administration of the anti-CD20 monoclonal antibody rituximab (RITUXAN™, Genentech, Inc., South San Francisco, Calif.) (“R-CHOP”), CODOX-M/IVAC therapy (cyclophosphamide, doxorubicin, vincristine, methotrexate/ifosfamide, etoposide, high dose cytarabine), CNS prophylaxis, and radiotherapy. In one embodiment, the invention comprises providing R-CHOP therapy to a GCB DLBCL subject, while providing a different therapy to an ABC DLBCL subject, as an ABC DLBCL diagnosis can have a worse prognosis in response to R-CHOP chemotherapy as compared to a GCB DLBCL diagnosis. In this embodiment, the ABC DLBCL subject can be provided with any of the treatment options described herein or otherwise known in the art to be effective against lymphoma.

Treatment options for MCL include, for example, chemotherapy (e.g., CHOP), immune based therapy (e.g., rituximab), radioimmunotherapy, and biologic agents (e.g., protoesome inhibitors and mTor inhibitors). Treatment options for BL include, for example, R-EPOCH therapy (i.e., rituximab, etoposide, prednisone, oncovirin (vincristine)-doxorubicin-cyclophosphamide), CODOX-M/IVAC therapy, immunotherapy, bone marrow transplantation, stem cell transplantation, surgery, and radiotherapy. Treatment options for PBML are similar to those for DLBCL, and also can include high-dose chemotherapy, radiotherapy, and/or stem cell transplantation. Other lymphoma treatments include drugs which target specific pathways that sustain lymphoma survival, such as, e.g., ibrutinib.

The following examples further illustrates the invention but, of course, should not be construed as in any way limiting its scope.

Example 1

This example demonstrates a method for determining subtypes of diffuse large B-cell lymphoma (DLBCL) using gene expression profiling on formalin-fixed paraffin embedded tissue.

Although the ABC DLBCL and GCB DLBCL subtypes were originally defined using gene expression profiling (GEP) on snap-frozen tissues (referred to herein as “frozen-GEP”), it has become common practice to use less precise but relatively inexpensive and broadly applicable immunohistochemical (IHC) methods using formalin-fixed paraffin embedded tissues (FFPET). The inventive method allows for a robust, highly accurate, molecular assay for cell-of-origin (COO) distinction using new GEP techniques applicable to FFPET. Studies were performed on centrally reviewed DLBCL FFPET biopsies from the Lymphoma/Leukemia Molecular Profiling Project (LLMPP) matching cases that had “gold standard” COO assigned by frozen-GEP using GENECHIP™ U133 plus 2.0 microarrays (Affymetrix, Santa Clara, Calif.). The training cohort consisted of 51 cases comprising 20 GCB DLBCL, 19 ABC DLBCL and 12 unclassifiable (U) cases. An independent validation cohort, which includes 68 cases (28 GCB DLBCL, 30 ABC DLBCL, and 10 U) drawn from the validation cohort described in Lenz et al., N Engl. J Med., 359: 2313-2323 (2008), had the typical proportions of COO subtypes seen in DLBCL populations.

Nucleic acids were extracted from 10 μm FFPET scrolls. Digital gene expression was performed on 200 ng of RNA using the NANOSTRING™ assay (NanoString Technologies, Seattle, Wash.). All FFPET GEP studies were performed in parallel at two independent sites (BC Cancer Agency, Vancouver and NCI, Bethesda, Md.) using different FFPET scrolls to determine inter-site concordance, which assesses the robustness and portability of the assay. To assign COO by IHC, tissue microarrays were made using 0.6 mm duplicate cores for the validation cohort and stained for antibodies for CD10, BCL6, MUM1, FOXP1, GCET1, and LMO2. Two hematopathologists independently assessed the proportion of tumor cells stained, with consensus on discordant cases reached with a third hematopathologist. For the validation studies, those producing and analyzing the GEP and IHC data were blinded to the “gold standard” COO.

All 119 FFPET biopsies yielded sufficient RNA. A pilot study using the training cohort identified 20 genes (i.e., 15 genes of interest and 5 housekeeping genes) whose expression, measured using the NANOSTRING™ assay, would allow accurate replication of the COO assignment model described in Lenz et al., supra. The NANOSTRING™ assay was then used to quantify expression of these 20 genes in the training cohort, thereby allowing the COO model to be optimized. Despite the age of the FFPET blocks (6 to 32 years old), 95% (49/51) of the training samples produced gene expression data of sufficient quality. The COO model, including coefficients, thresholds, and QC parameters was then “locked” and applied to the independent validation cohort. Ninety-nine percent (67/68) of the samples from the validation cohort (5 to 12 years old) provided gene expression of adequate quality. When considering the “gold standard” ABC DLBCL and GCB DLBCL cases, the COO assignments by the NANOSTRING™ assay at the NCI site were 93% concordant, with 5% labeled U and 1 ABC misclassified as GCB, as shown in Table 8.

TABLE 8 NANOSTRING ™ Hans Tally Choi GEP Assay-NCI Algorithm Algorithm Algorithm GCB U ABC GCB Non-GCB GCB ABC GCB ABC Frozen- GCB 28 0 0 21 0 18 3 19 2 GEP U 7 2 1 5 5 2 8 6 4 ABC 1 3 25 4 22 0 26 6 20

Thus, 119 highly characterized DLBCL cases from the LLMPP, which were previously subtyped by a published disease-defining algorithm using frozen-GEP, were highly accurately analyzed in accordance with the inventive method. These results demonstrate that the inventive method, which utilized RNA from FFPET that is routinely obtained for diagnosis, provides a desirable alternative to existing techniques for the analysis of DLBCL cases. The 2% rate of misclassification of ABC and GCB cases by the inventive method compares favorably with the 9%, 6% and 17% rates for the Hans, Tally and Choi algorithms, respectively (see Hans et al. Blood, 103(1): 275-82 (2004); Meyer et al., J. Clin. Oncol., 29(2): 200-207 (2011); and Choi et al., Clin. Cancer Res., 15(17): 5494-502 (2009)). Furtherniore, the 100% concordance of COO assignment (95% if “gold standard” U cases also are included) between the NCI and BC Cancer Agency sites indicates that, in contrast to the IHC algorithms, the inventive method is robust.

The inventive method exhibits high performance with archival FFPET and allows for rapid turn-around time (<36 hours from FFPET block to result), which is highly desirable in clinical practice.

Example 2

This example demonstrates a method for determining subtypes of aggressive B cell non-Hodgkin lymphomas (agg-B-NHL) using gene expression profiling on formalin-fixed paraffin embedded tissue.

Formalin-fixed, paraffin-embedded tissue (FFPET) biopsies qualified by an expert Hematopathology review panel as having a tumor content of ≥60% and confirmed B cell immunophenotype were evaluated. Diagnostic categories included diffuse large B cell lymphoma (DLBCL) including the activated B cell-like (ABC) and germinal center B cell-like (GCB) subtypes, unclassifiable (UNC) DLBCL, primary mediastinal B cell lymphoma (PMBCL), Burkitt lymphoma (BL), and mantle cell lymphoma (MCL). Using previous GEP data, diagnostic signatures, the NCOUNTER™ gene expression assay (NanoString Technologies, Seattle, Wash.), and employing published procedures (Scott et al, Blood, (January 2014); DOI: 10.1182/blood-2013-11-536433), probes to 800 genes (shown in Table 4) were designed with utility in distinguishing between these pathological entities.

The training cohort comprised 107 unique cases, whose FFPET biopsies were independently assayed at the Molecular Characterization Laboratory, Frederick National Laboratory for Cancer Research (Frederick, Md.) and the Centre for Lymphoid Cancer, BC Cancer Agency (Vancouver, BC). The resulting algorithm was locked down and applied to an independent cohort of 199 cases. The nucleic acids from FFPET biopsies from these cases were extracted and run across the two independent laboratories, with 83 cases run at both laboratories to assess inter-laboratory performance. The “gold standard” by which the NANOSTRING™ classification was compared was based on Affymetrix gene expression profiling of matched frozen biopsies in the cases of ABC, GCB, and UNC DLBCL (Lenz et al., supra) and on the pathological diagnosis by the Hematopathology review panel in the cases of BL, MCL, and PMBCL. The use of human tissues and clinical data for this study was approved by the University of Arizona Institutional Review Board in accordance with the Declaration of Helsinki.

The final locked algorithm consisted of 297 gene probes (shown in Table 2) including 47 housekeeping genes. Thirty-six cases from the training cohort were run again on the new lot of NANOSTRING™ code set to allow for cross code set calibration of the assay. The laboratory procedure and algorithm, together termed the “Lymph5Cx” test, consists of a hierarchical series of pair-wise comparisons. In the independent validation set, 257/282 (91.1%) of assays yielded gene expression data of sufficient quality (total of 185 of the 199 cases). A classification summary is given in Table 9.

TABLE 9 Lymphoma % % % Subtype # cases accurate borderline error ABC 26  76.9% 23.1%  0.0% GCB 27  88.9%  7.4%  3.7% BL 48  68.8% 19.8% 11.5% PMBL 30  80.0%  6.7% 13.3% MCL 34 100.0%  0.0%  0.0%

In this cohort, 136 cases (82%) were correctly assigned while 12 cases (6%) were assigned incorrect diagnoses as follows: 6 BL assigned to GCB, 1 GCB labeled a PMBCL, 1 UNC DLBCL called a PMBCL and 4 PMBCL assigned to DLBCL subtypes. The Lymph5Cx test included categories of indeterminate results between two diagnostic entities and were declared borderline. The agreement between the two laboratory sites was 71/72 (99%) of cases that yielded adequate gene expression data at both sites.

Therefore, the results of this example demonstrate that the Lymph5Cx test was robust and able to discriminate the often clinically difficult diagnostic categories of agg-B-NHL using a single methodology for cases with histologic and immunophenotypic features of an agg-B-NHL. Misclassification errors were low, suggesting that this test would be useful adjunct to current diagnostic methods. In addition, targetable pathways, as well as genes associated with known prognostic signatures in DLBCL (stromal) and MCL (proliferation) were quantified.

All references, including publications, patent applications, and patents, cited herein are hereby incorporated by reference to the same extent as if each reference were individually and specifically indicated to be incorporated by reference and were set forth in its entirety herein.

The use of the terms “a” and “an” and “the” and “at least one” and similar referents in the context of describing the invention (especially in the context of the following claims) are to be construed to cover both the singular and the plural, unless otherwise indicated herein or clearly contradicted by context. The use of the term “at least one” followed by a list of one or more items (for example, “at least one of A and B”) is to be construed to mean one item selected from the listed items (A or B) or any combination of two or more of the listed items (A and B), unless otherwise indicated herein or clearly contradicted by context. The terms “comprising,” “having,” “including,” and “containing” are to be construed as open-ended terms (i.e., meaning “including, but not limited to,”) unless otherwise noted. Recitation of ranges of values herein are merely intended to serve as a shorthand method of referring individually to each separate value falling within the range, unless otherwise indicated herein, and each separate value is incorporated into the specification as if it were individually recited herein. All methods described herein can be performed in any suitable order unless otherwise indicated herein or otherwise clearly contradicted by context. The use of any and all examples, or exemplary language (e.g., “such as”) provided herein, is intended merely to better illuminate the invention and does not pose a limitation on the scope of the invention unless otherwise claimed. No language in the specification should be construed as indicating any non-claimed element as essential to the practice of the invention.

Preferred embodiments of this invention are described herein, including the best mode known to the inventors for carrying out the invention. Variations of those preferred embodiments may become apparent to those of ordinary skill in the art upon reading the foregoing description. The inventors expect skilled artisans to employ such variations as appropriate, and the inventors intend for the invention to be practiced otherwise than as specifically described herein. Accordingly, this invention includes all modifications and equivalents of the subject matter recited in the claims appended hereto as peimitted by applicable law. Moreover, any combination of the above-described elements in all possible variations thereof is encompassed by the invention unless otherwise indicated herein or otherwise clearly contradicted by context. 

1.-8. (canceled)
 9. A method for treating an activated B cell-like diffuse large B cell lymphoma (ABC DLBCL) in a human subject, a germinal center B cell-like diffuse large B cell lymphoma (GCB DLBCL) in a human subject, a primary mediastinal B cell lymphoma (PMBL) in a human subject, a Burkitt lymphoma (BL) in a human subject, or a mantle cell lymphoma (MCL) in a human subject, the method comprising: (a) isolating RNA gene expression product from a biopsy sample from a lymphoma human subject; (b) obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature, and wherein the gene expression signature comprises at least one of the genes listed in Table 2; (c) optionally obtaining digital gene expression data from a first and second reference set of probe sets, the first and second reference set of probe sets being known for classifying ABC DLBCL, GCB DLBCL, PMBL, BL, or MCL; (d) calculating a predictor score using the equation: $y_{i} = {{\log_{2}\left( x_{i} \right)} - {\sum\limits_{j}{{\log_{2}\left( x_{j} \right)}h_{j}}} - {\log_{2}\left( r_{i} \right)} + {\log_{2}\left( g_{i} \right)}}$ wherein y_(i) is a predictor score for gene i, x_(i) is the counts for probe set i for gene i on the sample being tested, x_(j) is the counts for probe set j for gene j, probe set j is the set of normalization genes of the sample being tested, h_(j) is the normalization weight for probe set j as listed in Table 4, r_(i) is the counts for probe set i for gene i on the first reference set of probe sets, and g_(i) is the counts for probe set i for gene i on the second reference set of probe sets, the mathematical terms with r_(i) and g_(i) being equal to zero if no digital gene expression data is obtained from a first and second reference set of probe sets; (e) calculating a Bayesian sub-model score for each of ABC/GCB DLBCL, BL non-myc, BL myc, PMBL, and MCL using the equation: $B_{submodel} = \frac{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}{{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)} + {\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}}$ wherein y_(i) is the value assigned probe set i in (d); w_(i) are the weights associated with that probe set for the particular model as listed in Table 4; m₁, v₁, m₂, and v₂ are values associated with the submodel as listed in Table 7, and Φ is the Gaussian density defined as: ${{\varphi \left( {{y;m},v} \right)} = {\frac{1}{\sqrt{2\pi \; v}}e^{\frac{- {({y - m})}^{2}}{v^{2}}}}};$ (f) combining the Bayesian sub-model scores for BL non-myc and BL myc using the formula: $B_{BL} = \left\{ {\begin{matrix} B_{{BLnon} - {myc}} & {{{if}\mspace{14mu} B_{BLmyc}} > 0.1} \\ {\min \left( {B_{{BLnon} - {myc}},0.5} \right)} & {{{if}\mspace{14mu} B_{BLmyc}} \leq 0.1} \end{matrix};} \right.$ (g) calculating the confidence values of each subtype using: MCL confidence=B _(MCL) BL confidence=(B _(BL))(1−B _(MCL)) PMBL confidence=(B _(PMBL))(1−B _(BL))(1−B _(MCL)) ABC confidence=(B _(ABC/GCB))(1−B _(PMBL))(1−B _(BL))(1−B _(MCL)) GCB confidence=(1−B _(ABC/GCB))(1−B _(PMBL))(1−B _(BL))(1−B _(MCL)); (h) classifying the subject as belonging to one of the following groups: (1) ABC DLBCL, (2) GCB DLBCL, (3) PMBL, (4) BL, or (5) MCL; and (i) providing treatment to the subject, wherein the treatment is (i) R-CHOP or ibrutinib if the classification of (h) is GCB DLBCL, (ii) ibrutinib if the classification of (h) is ABC DLBCL, (iii) CHOP, ibrutinib, immunotherapy, radioimmunotherapy, protoesome inhibitors, or mTor inhibitors if the classification of (h) is MCL, (iv) EPOCH, ibrutinib, CODOX-M/IVAC therapy, immunotherapy, bone marrow transplantation, stem cell transplantation, surgery, or radiotherapy if the classification of (h) is BL, or (v) R-CHOP, ibrutinib, high-dose chemotherapy, radiotherapy, or stem cell transplantation if the classification of (h) is PMBL.
 10. The method of claim 9, wherein the gene expression signature comprises the genes listed in Table
 2. 11. The method of claim 9, wherein the gene expression product is isolated from a formalin-fixed and paraffin-embedded (FFPE) biopsy sample from the subject.
 12. The method of claim 9, wherein the digital gene expression data is obtained using a NANOSTRING™ assay.
 13. A method for treating a diffuse large B cell lymphoma (DLBCL) in a human subject, comprising the steps of: (a) isolating RNA gene expression product from a biopsy sample from a lymphoma human subject; (b) obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature, and wherein the gene expression signature comprises at least one of the genes listed in Table 1; (c) optionally obtaining digital gene expression data from a first and second reference set of probe sets, the first and second reference set of probe sets being known for classifying ABC DLBCL or GCB DLBCL; (d) calculating a predictor score using the equation: $y_{i} = {{\log_{2}\left( x_{i} \right)} - {\sum\limits_{j}{{\log_{2}\left( x_{j} \right)}h_{j}}} - {\log_{2}\left( r_{i} \right)} + {\log_{2}\left( g_{i} \right)}}$ wherein y_(i) is a predictor score for gene i, x_(i) is the counts for probe set i for gene i on the sample being tested, x_(j) is the counts for probe set j for gene j, probe set j is the set of normalization genes of the sample being tested, h_(j) is the normalization weight for probe set j as listed in Table 4, r_(i) is the counts for probe set i for gene i on the first reference set of probe sets, and g_(i) is the counts for probe set i for gene i on the second reference set of probe sets, the mathematical terms with r_(i) and g_(i) being equal to zero if no digital gene expression data is obtained from a first and second reference set of probe sets; (e) calculating a ABC/GCB Bayesian sub-model score using the equation: $B_{submodel} = \frac{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}{{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)} + {\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}}$ wherein y_(i) is the value assigned probe set i in (d); w_(i) are the weights associated with that probe set for the particular model as listed in Table 4; m₁, v₁, m₂, and v₂ are values associated with the submodel as listed in Table 7, and Φ is the Gaussian density defined as: ${{\varphi \left( {{y;m},v} \right)} = {\frac{1}{\sqrt{2\pi \; v}}e^{\frac{- {({y - m})}^{2}}{v^{2}}}}};$ (f) calculating the confidence values of each subtype using: ABC confidence=(B _(ABC/GCB)) GCB confidence (1−B _(ABC/GCB)); (g) classifying the subject as belonging to ABC DLBCL or GCB DLBCL; (h) providing treatment to the subject, wherein the treatment is (i) R-CHOP or ibrutinib if the classification of (g) is GCB DLBCL or (ii) ibrutinib if the classification of (g) is ABC DLBCL.
 14. The method of claim 13, wherein the gene expression signature comprises the genes listed in Table
 1. 15. The method of claim 13, wherein the gene expression product is isolated from a formalin-fixed and paraffin-embedded (FFPE) biopsy sample from the subject.
 16. The method of claim 13, wherein the digital gene expression data is obtained using a NANOSTRING™ assay.
 17. A method for treating a diffuse large B cell lymphoma (DLBCL) in a human subject, comprising the steps of: (a) isolating RNA gene expression product from a biopsy sample from a lymphoma human subject; (b) obtaining digital gene expression data from the isolated gene expression product, wherein the digital gene expression data comprises data for genes in a gene expression signature, and wherein the gene expression signature comprises at least one of the genes listed in Table 3; (c) optionally obtaining digital gene expression data from a first and second reference set of probe sets, the first and second reference set of probe sets being known for classifying ABC DLBCL or GCB DLBCL; (d) calculating a predictor score using the equation: $y_{i} = {{\log_{2}\left( x_{i} \right)} - {\sum\limits_{j}{{\log_{2}\left( x_{j} \right)}h_{j}}} - {\log_{2}\left( r_{i} \right)} + {\log_{2}\left( g_{i} \right)}}$ wherein y_(i) is a predictor score for gene i, x_(i) is the counts for probe set i for gene i on the sample being tested, x_(j) is the counts for probe set j for gene j, probe set j is the set of normalization genes of the sample being tested, h_(j) is the normalization weight for probe set j as listed in Table 4, r_(i) is the counts for probe set i for gene i on the first reference set of probe sets, and g_(i) is the counts for probe set i for gene i on the second reference set of probe sets, the mathematical terms with r_(i) and g_(i) being equal to zero if no digital gene expression data is obtained from a first and second reference set of probe sets; (e) calculating a ABC/GCB Bayesian sub-model score using the equation: $B_{submodel} = \frac{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}{{\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)} + {\varphi\left( {{{\sum\limits_{i}{y_{i}w_{i}}};m_{1}},v_{1}} \right)}}$ wherein y_(i) is the value assigned probe set i in (d); w_(i) are the weights associated with that probe set for the particular model as listed in Table 6; m₁, v₁, m₂, and v₂ are 916.74, −449.76, 294.24, and 343.55, respectively, and Φ is the Gaussian density defined as: ${{\varphi \left( {{y;m},v} \right)} = {\frac{1}{\sqrt{2\pi \; v}}e^{\frac{- {({y - m})}^{2}}{v^{2}}}}};$ (f) calculating the confidence values of each subtype using: ABC confidence=(B _(ABC/GCB)) GCB confidence (1−B _(ABC/GCB)); (g) classifying the subject as belonging to ABC DLBCL or GCB DLBCL; (h) providing treatment to the subject, wherein the treatment is (i) R-CHOP or ibrutinib if the classification of (g) is GCB DLBCL or (ii) ibrutinib if the classification of (g) is ABC DLBCL.
 18. The method of claim 17, wherein the gene expression signature comprises the genes listed in Table
 3. 19. The method of claim 17, wherein the gene expression product is isolated from a formalin-fixed and paraffin-embedded (FFPE) biopsy sample from the subject.
 20. The method of claim 17, wherein the digital gene expression data is obtained using a NANOSTRING™ assay. 